自然言語処理の国際会議ACL2020の論文をPythonのarXiv APIを使って抽出

# はじめに
ACL2020の論文がarXivに投稿され始めたので、arXiv APIを使って（自分用に）リスト化してみました。

**更新情報**

- 下記の論文リストを更新しました。掲載論文が102件→448件に増えました。（2020/06/10）


# 環境
- python3.6.9

```shell
$ pip install arxiv
```

```py
import arxiv
import pandas as pd
```

# 検索条件

 Computation and Language カテゴリ内の論文で、comment欄に "ACL2020" を含む論文を抽出

APIの使い方はこちらのページを参考にしました。
- [PythonでarXiv APIを使って論文情報取得、PDFダウンロード](https://note.nkmk.me/python-arxiv-api-download-rss/)
- [arXiv API User's Manual](https://arxiv.org/help/api/user-manual#query_details)


```py
# 検索クエリ
l = arxiv.query(query='(co="ACL2020" OR co:"ACL 2020") AND cat:cs.CL', sort_by='submittedDate')

# 関係の無い論文が含まれてしまったので、DataFrameにしてフィルタリング
df = pd.io.json.json_normalize(l)
acl_df = df[df["arxiv_comment"].str.contains("ACL", na=False)]
acl2020_df = acl_df[acl_df["arxiv_comment"].str.contains("2020", na=False)]

len(acl2020_df)
# 102件ありました
```


# 論文リスト（2020/06/10 現在）
arxiv APIでACL2020に採択(投稿)された論文を抽出してみた。
System demo paper, Student Research Workshop, long/shortが混じっています。

**いくつか誤りが含まれている可能性があります。**
**参考程度にご利用ください。**

- [Language Models as Fact Checkers?](http://arxiv.org/abs/2006.04102v1) [[PDF](http://arxiv.org/pdf/2006.04102v1)]
- [Growing Together: Modeling Human Language Learning With n-Best
  Multi-Checkpoint Machine Translation](http://arxiv.org/abs/2006.04050v1) [[PDF](http://arxiv.org/pdf/2006.04050v1)]
- [Accelerating Natural Language Understanding in Task-Oriented Dialog](http://arxiv.org/abs/2006.03701v1) [[PDF](http://arxiv.org/pdf/2006.03701v1)]
- [The SOFC-Exp Corpus and Neural Approaches to Information Extraction in
  the Materials Science Domain](http://arxiv.org/abs/2006.03039v1) [[PDF](http://arxiv.org/pdf/2006.03039v1)]
- [CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language
  Learning](http://arxiv.org/abs/2006.02174v1) [[PDF](http://arxiv.org/pdf/2006.02174v1)]
- [Norm-Based Curriculum Learning for Neural Machine Translation](http://arxiv.org/abs/2006.02014v1) [[PDF](http://arxiv.org/pdf/2006.02014v1)]
- [A Contextual Hierarchical Attention Network with Adaptive Objective for
  Dialogue State Tracking](http://arxiv.org/abs/2006.01554v1) [[PDF](http://arxiv.org/pdf/2006.01554v1)]
- [An Effectiveness Metric for Ordinal Classification: Formal Properties
  and Experimental Results](http://arxiv.org/abs/2006.01245v1) [[PDF](http://arxiv.org/pdf/2006.01245v1)]
- [NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg](http://arxiv.org/abs/2006.01117v1) [[PDF](http://arxiv.org/pdf/2006.01117v1)]
- [Sarcasm Detection using Context Separators in Online Discourse](http://arxiv.org/abs/2006.00850v1) [[PDF](http://arxiv.org/pdf/2006.00850v1)]
- [Translating Natural Language Instructions for Behavioral Robot
  Navigation with a Multi-Head Attention Mechanism](http://arxiv.org/abs/2006.00697v3) [[PDF](http://arxiv.org/pdf/2006.00697v3)]
- [SAFER: A Structure-free Approach for Certified Robustness to Adversarial
  Word Substitutions](http://arxiv.org/abs/2005.14424v1) [[PDF](http://arxiv.org/pdf/2005.14424v1)]
- [HAT: Hardware-Aware Transformers for Efficient Natural Language
  Processing](http://arxiv.org/abs/2005.14187v1) [[PDF](http://arxiv.org/pdf/2005.14187v1)]
- [A Corpus for Large-Scale Phonetic Typology](http://arxiv.org/abs/2005.13962v1) [[PDF](http://arxiv.org/pdf/2005.13962v1)]
- [Generating Diverse and Consistent QA pairs from Contexts with
  Information-Maximizing Hierarchical Conditional VAEs](http://arxiv.org/abs/2005.13837v3) [[PDF](http://arxiv.org/pdf/2005.13837v3)]
- [Phone Features Improve Speech Translation](http://arxiv.org/abs/2005.13681v1) [[PDF](http://arxiv.org/pdf/2005.13681v1)]
- [Neural Temporal Opinion Modelling for Opinion Prediction on Twitter](http://arxiv.org/abs/2005.13486v1) [[PDF](http://arxiv.org/pdf/2005.13486v1)]
- [Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing](http://arxiv.org/abs/2005.13485v1) [[PDF](http://arxiv.org/pdf/2005.13485v1)]
- [A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews](http://arxiv.org/abs/2005.13362v2) [[PDF](http://arxiv.org/pdf/2005.13362v2)]
- [Transition-based Semantic Dependency Parsing with Pointer Networks](http://arxiv.org/abs/2005.13344v2) [[PDF](http://arxiv.org/pdf/2005.13344v2)]
- [Enriched In-Order Linearization for Faster Sequence-to-Sequence
  Constituent Parsing](http://arxiv.org/abs/2005.13334v1) [[PDF](http://arxiv.org/pdf/2005.13334v1)]
- [Give Me Convenience and Give Her Death: Who Should Decide What Uses of
  NLP are Appropriate, and on What Basis?](http://arxiv.org/abs/2005.13213v1) [[PDF](http://arxiv.org/pdf/2005.13213v1)]
- [Rationalizing Text Matching: Learning Sparse Alignments via Optimal
  Transport](http://arxiv.org/abs/2005.13111v1) [[PDF](http://arxiv.org/pdf/2005.13111v1)]
- [Active Imitation Learning with Noisy Guidance](http://arxiv.org/abs/2005.12801v1) [[PDF](http://arxiv.org/pdf/2005.12801v1)]
- [EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for
  Conversational Machine Reading](http://arxiv.org/abs/2005.12484v1) [[PDF](http://arxiv.org/pdf/2005.12484v1)]
- [The Unreasonable Volatility of Neural Machine Translation Models](http://arxiv.org/abs/2005.12398v1) [[PDF](http://arxiv.org/pdf/2005.12398v1)]
- [Demoting Racial Bias in Hate Speech Detection](http://arxiv.org/abs/2005.12246v1) [[PDF](http://arxiv.org/pdf/2005.12246v1)]
- [NILE : Natural Language Inference with Faithful Natural Language
  Explanations](http://arxiv.org/abs/2005.12116v1) [[PDF](http://arxiv.org/pdf/2005.12116v1)]
- [Pointwise Paraphrase Appraisal is Potentially Problematic](http://arxiv.org/abs/2005.11996v2) [[PDF](http://arxiv.org/pdf/2005.11996v2)]
- [Learning Constraints for Structured Prediction Using Rectifier Networks](http://arxiv.org/abs/2006.01209v1) [[PDF](http://arxiv.org/pdf/2006.01209v1)]
- [Towards Open Domain Event Trigger Identification using Adversarial
  Domain Adaptation](http://arxiv.org/abs/2005.11355v1) [[PDF](http://arxiv.org/pdf/2005.11355v1)]
- [A Generative Approach to Titling and Clustering Wikipedia Sections](http://arxiv.org/abs/2005.11216v1) [[PDF](http://arxiv.org/pdf/2005.11216v1)]
- [Bootstrapping Named Entity Recognition in E-Commerce with Positive
  Unlabeled Learning](http://arxiv.org/abs/2005.11075v1) [[PDF](http://arxiv.org/pdf/2005.11075v1)]
- [Improving Segmentation for Technical Support Problems](http://arxiv.org/abs/2005.11055v1) [[PDF](http://arxiv.org/pdf/2005.11055v1)]
- [Evaluating Neural Morphological Taggers for Sanskrit](http://arxiv.org/abs/2005.10893v1) [[PDF](http://arxiv.org/pdf/2005.10893v1)]
- [Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in
  Multitask End-to-End Speech Translation](http://arxiv.org/abs/2005.10678v1) [[PDF](http://arxiv.org/pdf/2005.10678v1)]
- [Stance Prediction and Claim Verification: An Arabic Perspective](http://arxiv.org/abs/2005.10410v1) [[PDF](http://arxiv.org/pdf/2005.10410v1)]
- [ScriptWriter: Narrative-Guided Script Generation](http://arxiv.org/abs/2005.10331v1) [[PDF](http://arxiv.org/pdf/2005.10331v1)]
- [Examining the State-of-the-Art in News Timeline Summarization](http://arxiv.org/abs/2005.10107v1) [[PDF](http://arxiv.org/pdf/2005.10107v1)]
- [A Large-Scale Multi-Document Summarization Dataset from the Wikipedia
  Current Events Portal](http://arxiv.org/abs/2005.10070v1) [[PDF](http://arxiv.org/pdf/2005.10070v1)]
- [Enhancing Word Embeddings with Knowledge Extracted from Lexical
  Resources](http://arxiv.org/abs/2005.10048v1) [[PDF](http://arxiv.org/pdf/2005.10048v1)]
- [Leveraging Graph to Improve Abstractive Multi-Document Summarization](http://arxiv.org/abs/2005.10043v1) [[PDF](http://arxiv.org/pdf/2005.10043v1)]
- [A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks](http://arxiv.org/abs/2005.09606v1) [[PDF](http://arxiv.org/pdf/2005.09606v1)]
- [Closing the Gap: Joint De-Identification and Concept Extraction in the
  Clinical Domain](http://arxiv.org/abs/2005.09397v1) [[PDF](http://arxiv.org/pdf/2005.09397v1)]
- [Adversarial Alignment of Multilingual Models for Extracting Temporal
  Expressions from Text](http://arxiv.org/abs/2005.09392v1) [[PDF](http://arxiv.org/pdf/2005.09392v1)]
- [On the Choice of Auxiliary Languages for Improved Sequence Tagging](http://arxiv.org/abs/2005.09389v1) [[PDF](http://arxiv.org/pdf/2005.09389v1)]
- [Neural Generation of Dialogue Response Timings](http://arxiv.org/abs/2005.09128v1) [[PDF](http://arxiv.org/pdf/2005.09128v1)]
- [GPT-too: A language-model-first approach for AMR-to-text generation](http://arxiv.org/abs/2005.09123v2) [[PDF](http://arxiv.org/pdf/2005.09123v2)]
- [Contextual Embeddings: When Are They Worth It?](http://arxiv.org/abs/2005.09117v1) [[PDF](http://arxiv.org/pdf/2005.09117v1)]
- [(Re)construing Meaning in NLP](http://arxiv.org/abs/2005.09099v1) [[PDF](http://arxiv.org/pdf/2005.09099v1)]
- [Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained
  Conversational Representations](http://arxiv.org/abs/2005.08866v1) [[PDF](http://arxiv.org/pdf/2005.08866v1)]
- [Inflecting when there's no majority: Limitations of encoder-decoder
  neural networks as cognitive models for German plurals](http://arxiv.org/abs/2005.08826v1) [[PDF](http://arxiv.org/pdf/2005.08826v1)]
- [MixingBoard: a Knowledgeable Stylized Integrated Text Generation
  Platform](http://arxiv.org/abs/2005.08365v1) [[PDF](http://arxiv.org/pdf/2005.08365v1)]
- [TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data](http://arxiv.org/abs/2005.08314v1) [[PDF](http://arxiv.org/pdf/2005.08314v1)]
- [Adversarial Training for Commonsense Inference](http://arxiv.org/abs/2005.08156v1) [[PDF](http://arxiv.org/pdf/2005.08156v1)]
- [Learning Probabilistic Sentence Representations from Paraphrases](http://arxiv.org/abs/2005.08105v1) [[PDF](http://arxiv.org/pdf/2005.08105v1)]
- [Integrating Semantic and Structural Information with Graph Convolutional
  Network for Controversy Detection](http://arxiv.org/abs/2005.07886v1) [[PDF](http://arxiv.org/pdf/2005.07886v1)]
- [In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts](http://arxiv.org/abs/2005.07751v2) [[PDF](http://arxiv.org/pdf/2005.07751v2)]
- [Challenges in Emotion Style Transfer: An Exploration with a Lexical
  Substitution Pipeline](http://arxiv.org/abs/2005.07617v1) [[PDF](http://arxiv.org/pdf/2005.07617v1)]
- [Spelling Error Correction with Soft-Masked BERT](http://arxiv.org/abs/2005.07421v1) [[PDF](http://arxiv.org/pdf/2005.07421v1)]
- [Estimating predictive uncertainty for rumour verification models](http://arxiv.org/abs/2005.07174v1) [[PDF](http://arxiv.org/pdf/2005.07174v1)]
- [NAT: Noise-Aware Training for Robust Neural Sequence Labeling](http://arxiv.org/abs/2005.07162v1) [[PDF](http://arxiv.org/pdf/2005.07162v1)]
- [Named Entity Recognition as Dependency Parsing](http://arxiv.org/abs/2005.07150v2) [[PDF](http://arxiv.org/pdf/2005.07150v2)]
- [ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured
  Webpages](http://arxiv.org/abs/2005.07105v1) [[PDF](http://arxiv.org/pdf/2005.07105v1)]
- [Multi-agent Communication meets Natural Language: Synergies between
  Functional and Structural Language Learning](http://arxiv.org/abs/2005.07064v1) [[PDF](http://arxiv.org/pdf/2005.07064v1)]
- [DRTS Parsing with Structure-Aware Encoding and Decoding](http://arxiv.org/abs/2005.06901v1) [[PDF](http://arxiv.org/pdf/2005.06901v1)]
- [Parallel Data Augmentation for Formality Style Transfer](http://arxiv.org/abs/2005.07522v1) [[PDF](http://arxiv.org/pdf/2005.07522v1)]
- [Explaining Black Box Predictions and Unveiling Data Artifacts through
  Influence Functions](http://arxiv.org/abs/2005.06676v1) [[PDF](http://arxiv.org/pdf/2005.06676v1)]
- [Document-Level Event Role Filler Extraction using Multi-Granularity
  Contextualized Encoding](http://arxiv.org/abs/2005.06579v1) [[PDF](http://arxiv.org/pdf/2005.06579v1)]
- [A Mixture of $h-1$ Heads is Better than $h$ Heads](http://arxiv.org/abs/2005.06537v1) [[PDF](http://arxiv.org/pdf/2005.06537v1)]
- [The Unstoppable Rise of Computational Linguistics in Deep Learning](http://arxiv.org/abs/2005.06420v2) [[PDF](http://arxiv.org/pdf/2005.06420v2)]
- [Dense-Caption Matching and Frame-Selection Gating for Temporal
  Localization in VideoQA](http://arxiv.org/abs/2005.06409v1) [[PDF](http://arxiv.org/pdf/2005.06409v1)]
- [Reasoning with Latent Structure Refinement for Document-Level Relation
  Extraction](http://arxiv.org/abs/2005.06312v2) [[PDF](http://arxiv.org/pdf/2005.06312v2)]
- [Mitigating Gender Bias Amplification in Distribution by Posterior
  Regularization](http://arxiv.org/abs/2005.06251v1) [[PDF](http://arxiv.org/pdf/2005.06251v1)]
- [Parallel Corpus Filtering via Pre-trained Language Models](http://arxiv.org/abs/2005.06166v1) [[PDF](http://arxiv.org/pdf/2005.06166v1)]
- [Response-Anticipated Memory for On-Demand Knowledge Integration in
  Response Generation](http://arxiv.org/abs/2005.06128v1) [[PDF](http://arxiv.org/pdf/2005.06128v1)]
- [INFOTABS: Inference on Tables as Semi-structured Data](http://arxiv.org/abs/2005.06117v1) [[PDF](http://arxiv.org/pdf/2005.06117v1)]
- [Cross-Modality Relevance for Reasoning on Language and Vision](http://arxiv.org/abs/2005.06035v1) [[PDF](http://arxiv.org/pdf/2005.06035v1)]
- [A Report on the 2020 Sarcasm Detection Shared Task](http://arxiv.org/abs/2005.05814v2) [[PDF](http://arxiv.org/pdf/2005.05814v2)]
- [Document Modeling with Graph Attention Networks for Multi-grained
  Machine Reading Comprehension](http://arxiv.org/abs/2005.05806v2) [[PDF](http://arxiv.org/pdf/2005.05806v2)]
- [WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for
  Answering Winograd Schema Challenge](http://arxiv.org/abs/2005.05763v1) [[PDF](http://arxiv.org/pdf/2005.05763v1)]
- [On the Robustness of Language Encoders against Grammatical Errors](http://arxiv.org/abs/2005.05683v1) [[PDF](http://arxiv.org/pdf/2005.05683v1)]
- [Learning and Evaluating Emotion Lexicons for 91 Languages](http://arxiv.org/abs/2005.05672v1) [[PDF](http://arxiv.org/pdf/2005.05672v1)]
- [SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis](http://arxiv.org/abs/2005.05635v2) [[PDF](http://arxiv.org/pdf/2005.05635v2)]
- [Neighborhood Matching Network for Entity Alignment](http://arxiv.org/abs/2005.05607v1) [[PDF](http://arxiv.org/pdf/2005.05607v1)]
- [Simultaneous paraphrasing and translation by fine-tuning Transformer
  models](http://arxiv.org/abs/2005.05570v1) [[PDF](http://arxiv.org/pdf/2005.05570v1)]
- [MART: Memory-Augmented Recurrent Transformer for Coherent Video
  Paragraph Captioning](http://arxiv.org/abs/2005.05402v1) [[PDF](http://arxiv.org/pdf/2005.05402v1)]
- [Enabling Language Models to Fill in the Blanks](http://arxiv.org/abs/2005.05339v1) [[PDF](http://arxiv.org/pdf/2005.05339v1)]
- [Multidirectional Associative Optimization of Function-Specific Word
  Representations](http://arxiv.org/abs/2005.05264v1) [[PDF](http://arxiv.org/pdf/2005.05264v1)]
- [Toward Better Storylines with Sentence-Level Language Models](http://arxiv.org/abs/2005.05255v1) [[PDF](http://arxiv.org/pdf/2005.05255v1)]
- [A Self-Training Method for Machine Reading Comprehension with Soft
  Evidence Extraction](http://arxiv.org/abs/2005.05189v1) [[PDF](http://arxiv.org/pdf/2005.05189v1)]
- [Towards Robustifying NLI Models Against Lexical Dataset Biases](http://arxiv.org/abs/2005.04732v2) [[PDF](http://arxiv.org/pdf/2005.04732v2)]
- [BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby
  Steps](http://arxiv.org/abs/2005.04625v1) [[PDF](http://arxiv.org/pdf/2005.04625v1)]
- [Posterior Control of Blackbox Generation](http://arxiv.org/abs/2005.04560v1) [[PDF](http://arxiv.org/pdf/2005.04560v1)]
- [schuBERT: Optimizing Elements of BERT](http://arxiv.org/abs/2005.06628v1) [[PDF](http://arxiv.org/pdf/2005.06628v1)]
- [Finding Universal Grammatical Relations in Multilingual BERT](http://arxiv.org/abs/2005.04511v2) [[PDF](http://arxiv.org/pdf/2005.04511v2)]
- [Empowering Active Learning to Jointly Optimize System and User Demands](http://arxiv.org/abs/2005.04470v2) [[PDF](http://arxiv.org/pdf/2005.04470v2)]
- [It's Morphin' Time! Combating Linguistic Discrimination with
  Inflectional Perturbations](http://arxiv.org/abs/2005.04364v1) [[PDF](http://arxiv.org/pdf/2005.04364v1)]
- [Diversifying Dialogue Generation with Non-Conversational Text](http://arxiv.org/abs/2005.04346v2) [[PDF](http://arxiv.org/pdf/2005.04346v2)]
- [Probing Linguistic Systematicity](http://arxiv.org/abs/2005.04315v1) [[PDF](http://arxiv.org/pdf/2005.04315v1)]
- [Temporal Common Sense Acquisition with Minimal Supervision](http://arxiv.org/abs/2005.04304v1) [[PDF](http://arxiv.org/pdf/2005.04304v1)]
- [Text-Based Ideal Points](http://arxiv.org/abs/2005.04232v1) [[PDF](http://arxiv.org/pdf/2005.04232v1)]
- [Balancing Objectives in Counseling Conversations: Advancing Forwards or
  Looking Backwards](http://arxiv.org/abs/2005.04245v1) [[PDF](http://arxiv.org/pdf/2005.04245v1)]
- [SentiBERT: A Transferable Transformer-Based Architecture for
  Compositional Sentiment Semantics](http://arxiv.org/abs/2005.04114v4) [[PDF](http://arxiv.org/pdf/2005.04114v4)]
- [Towards Conversational Recommendation over Multi-Type Dialogs](http://arxiv.org/abs/2005.03954v3) [[PDF](http://arxiv.org/pdf/2005.03954v3)]
- [Mapping Natural Language Instructions to Mobile UI Action Sequences](http://arxiv.org/abs/2005.03776v2) [[PDF](http://arxiv.org/pdf/2005.03776v2)]
- [FEQA: A Question Answering Evaluation Framework for Faithfulness
  Assessment in Abstractive Summarization](http://arxiv.org/abs/2005.03754v1) [[PDF](http://arxiv.org/pdf/2005.03754v1)]
- [SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for
  Multi-Document Summarization](http://arxiv.org/abs/2005.03724v1) [[PDF](http://arxiv.org/pdf/2005.03724v1)]
- [A Systematic Assessment of Syntactic Generalization in Neural Language
  Models](http://arxiv.org/abs/2005.03692v2) [[PDF](http://arxiv.org/pdf/2005.03692v2)]
- [Learning to Segment Actions from Observation and Narration](http://arxiv.org/abs/2005.03684v1) [[PDF](http://arxiv.org/pdf/2005.03684v1)]
- [On Exposure Bias, Hallucination and Domain Shift in Neural Machine
  Translation](http://arxiv.org/abs/2005.03642v1) [[PDF](http://arxiv.org/pdf/2005.03642v1)]
- [Learning Robust Models for e-Commerce Product Search](http://arxiv.org/abs/2005.03624v1) [[PDF](http://arxiv.org/pdf/2005.03624v1)]
- [A Tale of Two Perplexities: Sensitivity of Neural Language Models to
  Lexical Retrieval Deficits in Dementia of the Alzheimer's Type](http://arxiv.org/abs/2005.03593v1) [[PDF](http://arxiv.org/pdf/2005.03593v1)]
- [Learning Implicit Text Generation via Feature Matching](http://arxiv.org/abs/2005.03588v2) [[PDF](http://arxiv.org/pdf/2005.03588v2)]
- [Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine
  Translation](http://arxiv.org/abs/2005.03393v2) [[PDF](http://arxiv.org/pdf/2005.03393v2)]
- [2kenize: Tying Subword Sequences for Chinese Script Conversion](http://arxiv.org/abs/2005.03375v1) [[PDF](http://arxiv.org/pdf/2005.03375v1)]
- [Nakdan: Professional Hebrew Diacritizer](http://arxiv.org/abs/2005.03312v1) [[PDF](http://arxiv.org/pdf/2005.03312v1)]
- [Unsupervised Multimodal Neural Machine Translation with Pseudo Visual
  Pivoting](http://arxiv.org/abs/2005.03119v1) [[PDF](http://arxiv.org/pdf/2005.03119v1)]
- [Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging,
  and Joint Modeling Approaches](http://arxiv.org/abs/2005.03035v1) [[PDF](http://arxiv.org/pdf/2005.03035v1)]
- [PeTra: A Sparsely Supervised Memory Model for People Tracking](http://arxiv.org/abs/2005.02990v1) [[PDF](http://arxiv.org/pdf/2005.02990v1)]
- [TAG : Type Auxiliary Guiding for Code Comment Generation](http://arxiv.org/abs/2005.02835v1) [[PDF](http://arxiv.org/pdf/2005.02835v1)]
- [Learning to Understand Child-directed and Adult-directed Speech](http://arxiv.org/abs/2005.02721v2) [[PDF](http://arxiv.org/pdf/2005.02721v2)]
- [A Top-Down Neural Architecture towards Text-Level Parsing of Discourse
  Rhetorical Structure](http://arxiv.org/abs/2005.02680v2) [[PDF](http://arxiv.org/pdf/2005.02680v2)]
- [Learning Architectures from an Extended Search Space for Language
  Modeling](http://arxiv.org/abs/2005.02593v2) [[PDF](http://arxiv.org/pdf/2005.02593v2)]
- [A Multi-Perspective Architecture for Semantic Code Search](http://arxiv.org/abs/2005.06980v1) [[PDF](http://arxiv.org/pdf/2005.06980v1)]
- [Moving Down the Long Tail of Word Sense Disambiguation with
  Gloss-Informed Biencoders](http://arxiv.org/abs/2005.02590v2) [[PDF](http://arxiv.org/pdf/2005.02590v2)]
- [Crossing Variational Autoencoders for Answer Retrieval](http://arxiv.org/abs/2005.02557v1) [[PDF](http://arxiv.org/pdf/2005.02557v1)]
- [Speak to your Parser: Interactive Text-to-SQL with Natural Language
  Feedback](http://arxiv.org/abs/2005.02539v2) [[PDF](http://arxiv.org/pdf/2005.02539v2)]
- [The Cascade Transformer: an Application for Efficient Answer Sentence
  Selection](http://arxiv.org/abs/2005.02534v2) [[PDF](http://arxiv.org/pdf/2005.02534v2)]
- [Phonetic and Visual Priors for Decipherment of Informal Romanization](http://arxiv.org/abs/2005.02517v1) [[PDF](http://arxiv.org/pdf/2005.02517v1)]
- [Efficient strategies for hierarchical text classification: External
  knowledge and auxiliary tasks](http://arxiv.org/abs/2005.02473v2) [[PDF](http://arxiv.org/pdf/2005.02473v2)]
- [Cross-media Structured Common Space for Multimedia Event Extraction](http://arxiv.org/abs/2005.02472v1) [[PDF](http://arxiv.org/pdf/2005.02472v1)]
- [It's Easier to Translate out of English than into it: Measuring Neural
  Translation Difficulty by Cross-Mutual Information](http://arxiv.org/abs/2005.02354v2) [[PDF](http://arxiv.org/pdf/2005.02354v2)]
- [Neural CRF Model for Sentence Alignment in Text Simplification](http://arxiv.org/abs/2005.02324v2) [[PDF](http://arxiv.org/pdf/2005.02324v2)]
- [Code-switching patterns can be an effective route to improve performance
  of downstream NLP applications: A case study of humour, sarcasm and hate
  speech detection](http://arxiv.org/abs/2005.02295v1) [[PDF](http://arxiv.org/pdf/2005.02295v1)]
- [Exploring Contextual Word-level Style Relevance for Unsupervised Style
  Transfer](http://arxiv.org/abs/2005.02049v1) [[PDF](http://arxiv.org/pdf/2005.02049v1)]
- [Neural Syntactic Preordering for Controlled Paraphrase Generation](http://arxiv.org/abs/2005.02013v1) [[PDF](http://arxiv.org/pdf/2005.02013v1)]
- [ExpBERT: Representation Engineering with Natural Language Explanations](http://arxiv.org/abs/2005.01932v1) [[PDF](http://arxiv.org/pdf/2005.01932v1)]
- [Smart To-Do : Automatic Generation of To-Do Items from Emails](http://arxiv.org/abs/2005.06282v1) [[PDF](http://arxiv.org/pdf/2005.06282v1)]
- [OpinionDigest: A Simple Framework for Opinion Summarization](http://arxiv.org/abs/2005.01901v1) [[PDF](http://arxiv.org/pdf/2005.01901v1)]
- [Probabilistic Assumptions Matter: Improved Models for
  Distantly-Supervised Document-Level Question Answering](http://arxiv.org/abs/2005.01898v1) [[PDF](http://arxiv.org/pdf/2005.01898v1)]
- [Soft Gazetteers for Low-Resource Named Entity Recognition](http://arxiv.org/abs/2005.01866v1) [[PDF](http://arxiv.org/pdf/2005.01866v1)]
- [Exploring Content Selection in Summarization of Novel Chapters](http://arxiv.org/abs/2005.01840v2) [[PDF](http://arxiv.org/pdf/2005.01840v2)]
- [Evaluating Explainable AI: Which Algorithmic Explanations Help Users
  Predict Model Behavior?](http://arxiv.org/abs/2005.01831v1) [[PDF](http://arxiv.org/pdf/2005.01831v1)]
- [Spying on your neighbors: Fine-grained probing of contextual embeddings
  for information about surrounding words](http://arxiv.org/abs/2005.01810v1) [[PDF](http://arxiv.org/pdf/2005.01810v1)]
- [Discrete Optimization for Unsupervised Sentence Summarization with
  Word-Level Extraction](http://arxiv.org/abs/2005.01791v1) [[PDF](http://arxiv.org/pdf/2005.01791v1)]
- [What is Learned in Visually Grounded Neural Syntax Acquisition](http://arxiv.org/abs/2005.01678v2) [[PDF](http://arxiv.org/pdf/2005.01678v2)]
- [Evaluating Explanation Methods for Neural Machine Translation](http://arxiv.org/abs/2005.01672v1) [[PDF](http://arxiv.org/pdf/2005.01672v1)]
- [Words aren't enough, their order matters: On the Robustness of Grounding
  Visual Referring Expressions](http://arxiv.org/abs/2005.01655v1) [[PDF](http://arxiv.org/pdf/2005.01655v1)]
- [A Probabilistic Generative Model for Typographical Analysis of Early
  Modern Printing](http://arxiv.org/abs/2005.01646v1) [[PDF](http://arxiv.org/pdf/2005.01646v1)]
- [Code and Named Entity Recognition in StackOverflow](http://arxiv.org/abs/2005.01634v1) [[PDF](http://arxiv.org/pdf/2005.01634v1)]
- [The Paradigm Discovery Problem](http://arxiv.org/abs/2005.01630v1) [[PDF](http://arxiv.org/pdf/2005.01630v1)]
- [From Arguments to Key Points: Towards Automatic Argument Summarization](http://arxiv.org/abs/2005.01619v1) [[PDF](http://arxiv.org/pdf/2005.01619v1)]
- [Successfully Applying the Stabilized Lottery Ticket Hypothesis to the
  Transformer Architecture](http://arxiv.org/abs/2005.03454v1) [[PDF](http://arxiv.org/pdf/2005.03454v1)]
- [To Test Machine Comprehension, Start by Defining Comprehension](http://arxiv.org/abs/2005.01525v2) [[PDF](http://arxiv.org/pdf/2005.01525v2)]
- [Using Context in Neural Machine Translation Training Objectives](http://arxiv.org/abs/2005.01483v1) [[PDF](http://arxiv.org/pdf/2005.01483v1)]
- [The Sensitivity of Language Models and Humans to Winograd Schema
  Perturbations](http://arxiv.org/abs/2005.01348v2) [[PDF](http://arxiv.org/pdf/2005.01348v2)]
- [DoQA -- Accessing Domain-Specific FAQs via Conversational QA](http://arxiv.org/abs/2005.01328v2) [[PDF](http://arxiv.org/pdf/2005.01328v2)]
- [pyBART: Evidence-based Syntactic Transformations for IE](http://arxiv.org/abs/2005.01306v2) [[PDF](http://arxiv.org/pdf/2005.01306v2)]
- [Improving Adversarial Text Generation by Modeling the Distant Future](http://arxiv.org/abs/2005.01279v1) [[PDF](http://arxiv.org/pdf/2005.01279v1)]
- [Robust Encodings: A Framework for Combating Adversarial Typos](http://arxiv.org/abs/2005.01229v1) [[PDF](http://arxiv.org/pdf/2005.01229v1)]
- [Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop
  Question Answering](http://arxiv.org/abs/2005.01218v1) [[PDF](http://arxiv.org/pdf/2005.01218v1)]
- [On the Limitations of Cross-lingual Encoders as Exposed by
  Reference-Free Machine Translation Evaluation](http://arxiv.org/abs/2005.01196v3) [[PDF](http://arxiv.org/pdf/2005.01196v3)]
- [Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM
  Language Models](http://arxiv.org/abs/2005.01190v1) [[PDF](http://arxiv.org/pdf/2005.01190v1)]
- [Similarity Analysis of Contextual Word Representation Models](http://arxiv.org/abs/2005.01172v1) [[PDF](http://arxiv.org/pdf/2005.01172v1)]
- [Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven
  Cloze Reward](http://arxiv.org/abs/2005.01159v1) [[PDF](http://arxiv.org/pdf/2005.01159v1)]
- [Out of the Echo Chamber: Detecting Countering Debate Speeches](http://arxiv.org/abs/2005.01157v1) [[PDF](http://arxiv.org/pdf/2005.01157v1)]
- [Let Me Choose: From Verbal Context to Font Selection](http://arxiv.org/abs/2005.01151v1) [[PDF](http://arxiv.org/pdf/2005.01151v1)]
- [Emergence of Syntax Needs Minimal Supervision](http://arxiv.org/abs/2005.01119v1) [[PDF](http://arxiv.org/pdf/2005.01119v1)]
- [Neural Data-to-Text Generation via Jointly Learning the Segmentation and
  Correspondence](http://arxiv.org/abs/2005.01096v1) [[PDF](http://arxiv.org/pdf/2005.01096v1)]
- [Dynamic Programming Encoding for Subword Segmentation in Neural Machine
  Translation](http://arxiv.org/abs/2005.06606v1) [[PDF](http://arxiv.org/pdf/2005.06606v1)]
- [Encoder-Decoder Models Can Benefit from Pre-trained Masked Language
  Models in Grammatical Error Correction](http://arxiv.org/abs/2005.00987v2) [[PDF](http://arxiv.org/pdf/2005.00987v2)]
- [How Does Selective Mechanism Improve Self-Attention Networks?](http://arxiv.org/abs/2005.00979v1) [[PDF](http://arxiv.org/pdf/2005.00979v1)]
- [Efficient Second-Order TreeCRF for Neural Dependency Parsing](http://arxiv.org/abs/2005.00975v1) [[PDF](http://arxiv.org/pdf/2005.00975v1)]
- [Unsupervised Morphological Paradigm Completion](http://arxiv.org/abs/2005.00970v2) [[PDF](http://arxiv.org/pdf/2005.00970v2)]
- [Towards Faithful Neural Table-to-Text Generation with Content-Matching
  Constraints](http://arxiv.org/abs/2005.00969v1) [[PDF](http://arxiv.org/pdf/2005.00969v1)]
- [Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation](http://arxiv.org/abs/2005.00965v1) [[PDF](http://arxiv.org/pdf/2005.00965v1)]
- [On the Inference Calibration of Neural Machine Translation](http://arxiv.org/abs/2005.00963v1) [[PDF](http://arxiv.org/pdf/2005.00963v1)]
- [How Can We Accelerate Progress Towards Human-like Linguistic
  Generalization?](http://arxiv.org/abs/2005.00955v1) [[PDF](http://arxiv.org/pdf/2005.00955v1)]
- [Improving Non-autoregressive Neural Machine Translation with Monolingual
  Data](http://arxiv.org/abs/2005.00932v1) [[PDF](http://arxiv.org/pdf/2005.00932v1)]
- [Clue: Cross-modal Coherence Modeling for Caption Generation](http://arxiv.org/abs/2005.00908v1) [[PDF](http://arxiv.org/pdf/2005.00908v1)]
- [Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain
  Dialogue State Tracking](http://arxiv.org/abs/2005.00891v1) [[PDF](http://arxiv.org/pdf/2005.00891v1)]
- [Rationalizing Medical Relation Prediction from Corpus-level Statistics](http://arxiv.org/abs/2005.00889v1) [[PDF](http://arxiv.org/pdf/2005.00889v1)]
- [Improving Truthfulness of Headline Generation](http://arxiv.org/abs/2005.00882v2) [[PDF](http://arxiv.org/pdf/2005.00882v2)]
- [Single Model Ensemble using Pseudo-Tags and Distinct Vectors](http://arxiv.org/abs/2005.00879v1) [[PDF](http://arxiv.org/pdf/2005.00879v1)]
- [ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine
  Translation](http://arxiv.org/abs/2005.00850v2) [[PDF](http://arxiv.org/pdf/2005.00850v2)]
- [Sources of Transfer in Multilingual Named Entity Recognition](http://arxiv.org/abs/2005.00847v1) [[PDF](http://arxiv.org/pdf/2005.00847v1)]
- [Language Models as an Alternative Evaluator of Word Order Hypotheses: A
  Case Study in Japanese](http://arxiv.org/abs/2005.00842v1) [[PDF](http://arxiv.org/pdf/2005.00842v1)]
- [Generalized Entropy Regularization or: There's Nothing Special about
  Label Smoothing](http://arxiv.org/abs/2005.00820v2) [[PDF](http://arxiv.org/pdf/2005.00820v2)]
- [Social Biases in NLP Models as Barriers for Persons with Disabilities](http://arxiv.org/abs/2005.00813v1) [[PDF](http://arxiv.org/pdf/2005.00813v1)]
- [MultiQT: Multimodal Learning for Real-Time Question Tracking in Speech](http://arxiv.org/abs/2005.00812v2) [[PDF](http://arxiv.org/pdf/2005.00812v2)]
- [Treebank Embedding Vectors for Out-of-domain Dependency Parsing](http://arxiv.org/abs/2005.00800v1) [[PDF](http://arxiv.org/pdf/2005.00800v1)]
- [Hard-Coded Gaussian Attention for Neural Machine Translation](http://arxiv.org/abs/2005.00742v1) [[PDF](http://arxiv.org/pdf/2005.00742v1)]
- [ESPRIT: Explaining Solutions to Physical Reasoning Tasks](http://arxiv.org/abs/2005.00730v2) [[PDF](http://arxiv.org/pdf/2005.00730v2)]
- [Obtaining Faithful Interpretations from Compositional Neural Networks](http://arxiv.org/abs/2005.00724v1) [[PDF](http://arxiv.org/pdf/2005.00724v1)]
- [A Girl Has A Name: Detecting Authorship Obfuscation](http://arxiv.org/abs/2005.00702v1) [[PDF](http://arxiv.org/pdf/2005.00702v1)]
- [Expertise Style Transfer: A New Task Towards Better Communication
  between Experts and Laymen](http://arxiv.org/abs/2005.00701v1) [[PDF](http://arxiv.org/pdf/2005.00701v1)]
- [DeFormer: Decomposing Pre-trained Transformers for Faster Question
  Answering](http://arxiv.org/abs/2005.00697v1) [[PDF](http://arxiv.org/pdf/2005.00697v1)]
- [Opportunistic Decoding with Timely Correction for Simultaneous
  Translation](http://arxiv.org/abs/2005.00675v1) [[PDF](http://arxiv.org/pdf/2005.00675v1)]
- [Contrastive Self-Supervised Learning for Commonsense Reasoning](http://arxiv.org/abs/2005.00669v1) [[PDF](http://arxiv.org/pdf/2005.00669v1)]
- [Benchmarking Multimodal Regex Synthesis with Complex Structures](http://arxiv.org/abs/2005.00663v1) [[PDF](http://arxiv.org/pdf/2005.00663v1)]
- [On Faithfulness and Factuality in Abstractive Summarization](http://arxiv.org/abs/2005.00661v1) [[PDF](http://arxiv.org/pdf/2005.00661v1)]
- [Text and Causal Inference: A Review of Using Text to Remove Confounding
  from Causal Estimates](http://arxiv.org/abs/2005.00649v1) [[PDF](http://arxiv.org/pdf/2005.00649v1)]
- [Intermediate-Task Transfer Learning with Pretrained Models for Natural
  Language Understanding: When and Why Does It Work?](http://arxiv.org/abs/2005.00628v2) [[PDF](http://arxiv.org/pdf/2005.00628v2)]
- [Predicting Declension Class from Form and Meaning](http://arxiv.org/abs/2005.00626v2) [[PDF](http://arxiv.org/pdf/2005.00626v2)]
- [Learning an Unreferenced Metric for Online Dialogue Evaluation](http://arxiv.org/abs/2005.00583v1) [[PDF](http://arxiv.org/pdf/2005.00583v1)]
- [Evaluating Robustness to Input Perturbations for Neural Machine
  Translation](http://arxiv.org/abs/2005.00580v1) [[PDF](http://arxiv.org/pdf/2005.00580v1)]
- [Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset](http://arxiv.org/abs/2005.00574v1) [[PDF](http://arxiv.org/pdf/2005.00574v1)]
- [GoEmotions: A Dataset of Fine-Grained Emotions](http://arxiv.org/abs/2005.00547v2) [[PDF](http://arxiv.org/pdf/2005.00547v2)]
- [Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word
  Embeddings to Dictionaries](http://arxiv.org/abs/2005.00524v1) [[PDF](http://arxiv.org/pdf/2005.00524v1)]
- [SciREX: A Challenge Dataset for Document-Level Information Extraction](http://arxiv.org/abs/2005.00512v1) [[PDF](http://arxiv.org/pdf/2005.00512v1)]
- [Structured Tuning for Semantic Role Labeling](http://arxiv.org/abs/2005.00496v2) [[PDF](http://arxiv.org/pdf/2005.00496v2)]
- [ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification
  Models with Multiple Rewriting Transformations](http://arxiv.org/abs/2005.00481v1) [[PDF](http://arxiv.org/pdf/2005.00481v1)]
- [USR: An Unsupervised and Reference Free Evaluation Metric for Dialog
  Generation](http://arxiv.org/abs/2005.00456v1) [[PDF](http://arxiv.org/pdf/2005.00456v1)]
- [Bipartite Flat-Graph Network for Nested Named Entity Recognition](http://arxiv.org/abs/2005.00436v1) [[PDF](http://arxiv.org/pdf/2005.00436v1)]
- [Topological Sort for Sentence Ordering](http://arxiv.org/abs/2005.00432v1) [[PDF](http://arxiv.org/pdf/2005.00432v1)]
- [Will-They-Won't-They: A Very Large Dataset for Stance Detection on
  Twitter](http://arxiv.org/abs/2005.00388v1) [[PDF](http://arxiv.org/pdf/2005.00388v1)]
- [CDL: Curriculum Dual Learning for Emotion-Controllable Response
  Generation](http://arxiv.org/abs/2005.00329v5) [[PDF](http://arxiv.org/pdf/2005.00329v5)]
- [Mind the Trade-off: Debiasing NLU Models without Degrading the
  In-distribution Performance](http://arxiv.org/abs/2005.00315v1) [[PDF](http://arxiv.org/pdf/2005.00315v1)]
- [Language (Re)modelling: Towards Embodied Language Understanding](http://arxiv.org/abs/2005.00311v1) [[PDF](http://arxiv.org/pdf/2005.00311v1)]
- [Cross-modal Language Generation using Pivot Stabilization for Web-scale
  Language Coverage](http://arxiv.org/abs/2005.00246v1) [[PDF](http://arxiv.org/pdf/2005.00246v1)]
- [Biomedical Entity Representations with Synonym Marginalization](http://arxiv.org/abs/2005.00239v1) [[PDF](http://arxiv.org/pdf/2005.00239v1)]
- [Cross-Linguistic Syntactic Evaluation of Word Prediction Models](http://arxiv.org/abs/2005.00187v2) [[PDF](http://arxiv.org/pdf/2005.00187v2)]
- [Recurrent Neural Network Language Models Always Learn English-Like
  Relative Clause Attachment](http://arxiv.org/abs/2005.00165v3) [[PDF](http://arxiv.org/pdf/2005.00165v3)]
- [Attend to Medical Ontologies: Content Selection for Clinical Abstractive
  Summarization](http://arxiv.org/abs/2005.00163v1) [[PDF](http://arxiv.org/pdf/2005.00163v1)]
- [Learning to Faithfully Rationalize by Construction](http://arxiv.org/abs/2005.00115v1) [[PDF](http://arxiv.org/pdf/2005.00115v1)]
- [On the Spontaneous Emergence of Discrete and Compositional Signals](http://arxiv.org/abs/2005.00110v1) [[PDF](http://arxiv.org/pdf/2005.00110v1)]
- [Revisiting Unsupervised Relation Extraction](http://arxiv.org/abs/2005.00087v1) [[PDF](http://arxiv.org/pdf/2005.00087v1)]
- [Representations of Syntax [MASK] Useful: Effects of Constituency and
  Dependency Structure in Recursive LSTMs](http://arxiv.org/abs/2005.00019v1) [[PDF](http://arxiv.org/pdf/2005.00019v1)]
- [A Call for More Rigor in Unsupervised Cross-lingual Learning](http://arxiv.org/abs/2004.14958v1) [[PDF](http://arxiv.org/pdf/2004.14958v1)]
- [Modelling Suspense in Short Stories as Uncertainty Reduction over Neural
  Representation](http://arxiv.org/abs/2004.14905v1) [[PDF](http://arxiv.org/pdf/2004.14905v1)]
- [TACRED Revisited: A Thorough Evaluation of the TACRED Relation
  Extraction Task](http://arxiv.org/abs/2004.14855v1) [[PDF](http://arxiv.org/pdf/2004.14855v1)]
- [Do Neural Models Learn Systematicity of Monotonicity Inference in
  Natural Language?](http://arxiv.org/abs/2004.14839v2) [[PDF](http://arxiv.org/pdf/2004.14839v2)]
- [STARC: Structured Annotations for Reading Comprehension](http://arxiv.org/abs/2004.14797v1) [[PDF](http://arxiv.org/pdf/2004.14797v1)]
- [Character-Level Translation with Self-attention](http://arxiv.org/abs/2004.14788v1) [[PDF](http://arxiv.org/pdf/2004.14788v1)]
- [Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting
  BERT](http://arxiv.org/abs/2004.14786v1) [[PDF](http://arxiv.org/pdf/2004.14786v1)]
- [Conditional Augmentation for Aspect Term Extraction via Masked
  Sequence-to-Sequence Generation](http://arxiv.org/abs/2004.14769v2) [[PDF](http://arxiv.org/pdf/2004.14769v2)]
- [Named Entity Recognition without Labelled Data: A Weak Supervision
  Approach](http://arxiv.org/abs/2004.14723v1) [[PDF](http://arxiv.org/pdf/2004.14723v1)]
- [Towards Unsupervised Language Understanding and Generation by Joint Dual
  Learning](http://arxiv.org/abs/2004.14710v1) [[PDF](http://arxiv.org/pdf/2004.14710v1)]
- [A Span-based Linearization for Constituent Trees](http://arxiv.org/abs/2004.14704v2) [[PDF](http://arxiv.org/pdf/2004.14704v2)]
- [End-to-End Neural Word Alignment Outperforms GIZA++](http://arxiv.org/abs/2004.14675v1) [[PDF](http://arxiv.org/pdf/2004.14675v1)]
- [Improved Natural Language Generation via Loss Truncation](http://arxiv.org/abs/2004.14589v2) [[PDF](http://arxiv.org/pdf/2004.14589v2)]
- [RikiNet: Reading Wikipedia Pages for Natural Question Answering](http://arxiv.org/abs/2004.14560v1) [[PDF](http://arxiv.org/pdf/2004.14560v1)]
- [Instance-Based Learning of Span Representations: A Case Study through
  Named Entity Recognition](http://arxiv.org/abs/2004.14514v1) [[PDF](http://arxiv.org/pdf/2004.14514v1)]
- [Posterior Calibrated Training on Sentence Classification Tasks](http://arxiv.org/abs/2004.14500v2) [[PDF](http://arxiv.org/pdf/2004.14500v2)]
- ["The Boating Store Had Its Best Sail Ever": Pronunciation-attentive
  Contextualized Pun Recognition](http://arxiv.org/abs/2004.14457v1) [[PDF](http://arxiv.org/pdf/2004.14457v1)]
- [Don't Neglect the Obvious: On the Role of Unambiguous Words in Word
  Sense Disambiguation](http://arxiv.org/abs/2004.14325v1) [[PDF](http://arxiv.org/pdf/2004.14325v1)]
- [Evaluating Dialogue Generation Systems via Response Selection](http://arxiv.org/abs/2004.14302v1) [[PDF](http://arxiv.org/pdf/2004.14302v1)]
- [Detecting Perceived Emotions in Hurricane Disasters](http://arxiv.org/abs/2004.14299v1) [[PDF](http://arxiv.org/pdf/2004.14299v1)]
- [Politeness Transfer: A Tag and Generate Approach](http://arxiv.org/abs/2004.14257v2) [[PDF](http://arxiv.org/pdf/2004.14257v2)]
- [Towards Transparent and Explainable Attention Models](http://arxiv.org/abs/2004.14243v1) [[PDF](http://arxiv.org/pdf/2004.14243v1)]
- [Meta-Transfer Learning for Code-Switched Speech Recognition](http://arxiv.org/abs/2004.14228v1) [[PDF](http://arxiv.org/pdf/2004.14228v1)]
- [Analysing Lexical Semantic Change with Contextualised Word
  Representations](http://arxiv.org/abs/2004.14118v1) [[PDF](http://arxiv.org/pdf/2004.14118v1)]
- [Do Neural Language Models Show Preferences for Syntactic Formalisms?](http://arxiv.org/abs/2004.14096v1) [[PDF](http://arxiv.org/pdf/2004.14096v1)]
- [Demographics Should Not Be the Reason of Toxicity: Mitigating
  Discrimination in Text Classifications with Instance Weighting](http://arxiv.org/abs/2004.14088v2) [[PDF](http://arxiv.org/pdf/2004.14088v2)]
- [Modeling Long Context for Task-Oriented Dialogue State Generation](http://arxiv.org/abs/2004.14080v1) [[PDF](http://arxiv.org/pdf/2004.14080v1)]
- [Pre-training Is (Almost) All You Need: An Application to Commonsense
  Reasoning](http://arxiv.org/abs/2004.14074v1) [[PDF](http://arxiv.org/pdf/2004.14074v1)]
- [Enhancing Answer Boundary Detection for Multilingual Machine Reading
  Comprehension](http://arxiv.org/abs/2004.14069v2) [[PDF](http://arxiv.org/pdf/2004.14069v2)]
- [Multiscale Collaborative Deep Models for Neural Machine Translation](http://arxiv.org/abs/2004.14021v3) [[PDF](http://arxiv.org/pdf/2004.14021v3)]
- [Span-based Localizing Network for Natural Language Video Localization](http://arxiv.org/abs/2004.13931v1) [[PDF](http://arxiv.org/pdf/2004.13931v1)]
- [Empower Entity Set Expansion via Language Model Probing](http://arxiv.org/abs/2004.13897v1) [[PDF](http://arxiv.org/pdf/2004.13897v1)]
- [Showing Your Work Doesn't Always Work](http://arxiv.org/abs/2004.13705v1) [[PDF](http://arxiv.org/pdf/2004.13705v1)]
- [Active Learning for Coreference Resolution using Discrete Annotation](http://arxiv.org/abs/2004.13671v3) [[PDF](http://arxiv.org/pdf/2004.13671v3)]
- [LogicalFactChecker: Leveraging Logical Operations for Fact Checking with
  Graph Module Network](http://arxiv.org/abs/2004.13659v1) [[PDF](http://arxiv.org/pdf/2004.13659v1)]
- [Embarrassingly Simple Unsupervised Aspect Extraction](http://arxiv.org/abs/2004.13580v1) [[PDF](http://arxiv.org/pdf/2004.13580v1)]
- [DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim
  Verification](http://arxiv.org/abs/2004.13455v1) [[PDF](http://arxiv.org/pdf/2004.13455v1)]
- [An Effective Transition-based Model for Discontinuous NER](http://arxiv.org/abs/2004.13454v1) [[PDF](http://arxiv.org/pdf/2004.13454v1)]
- [Let's be Humorous: Knowledge Enhanced Humor Generation](http://arxiv.org/abs/2004.13317v1) [[PDF](http://arxiv.org/pdf/2004.13317v1)]
- [Self-Attention with Cross-Lingual Position Representation](http://arxiv.org/abs/2004.13310v3) [[PDF](http://arxiv.org/pdf/2004.13310v3)]
- [Conversational Word Embedding for Retrieval-Based Dialog System](http://arxiv.org/abs/2004.13249v1) [[PDF](http://arxiv.org/pdf/2004.13249v1)]
- [PuzzLing Machines: A Challenge on Learning From Small Data](http://arxiv.org/abs/2004.13161v1) [[PDF](http://arxiv.org/pdf/2004.13161v1)]
- [DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference](http://arxiv.org/abs/2004.12993v1) [[PDF](http://arxiv.org/pdf/2004.12993v1)]
- [SCDE: Sentence Cloze Dataset with High Quality Distractors From
  Examinations](http://arxiv.org/abs/2004.12934v1) [[PDF](http://arxiv.org/pdf/2004.12934v1)]
- [DeSePtion: Dual Sequence Prediction and Adversarial Examples for
  Improved Fact-Checking](http://arxiv.org/abs/2004.12864v1) [[PDF](http://arxiv.org/pdf/2004.12864v1)]
- [Screenplay Summarization Using Latent Narrative Structure](http://arxiv.org/abs/2004.12727v1) [[PDF](http://arxiv.org/pdf/2004.12727v1)]
- [Semantic Graphs for Generating Deep Questions](http://arxiv.org/abs/2004.12704v1) [[PDF](http://arxiv.org/pdf/2004.12704v1)]
- [Lexically Constrained Neural Machine Translation with Levenshtein
  Transformer](http://arxiv.org/abs/2004.12681v1) [[PDF](http://arxiv.org/pdf/2004.12681v1)]
- [A Batch Normalized Inference Network Keeps the KL Vanishing Away](http://arxiv.org/abs/2004.12585v2) [[PDF](http://arxiv.org/pdf/2004.12585v2)]
- [Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on
  Unlabeled Data in Target Language](http://arxiv.org/abs/2004.12440v1) [[PDF](http://arxiv.org/pdf/2004.12440v1)]
- [Heterogeneous Graph Neural Networks for Extractive Document
  Summarization](http://arxiv.org/abs/2004.12393v1) [[PDF](http://arxiv.org/pdf/2004.12393v1)]
- [GLUECoS : An Evaluation Benchmark for Code-Switched NLP](http://arxiv.org/abs/2004.12376v2) [[PDF](http://arxiv.org/pdf/2004.12376v2)]
- [Multi-Domain Dialogue Acts and Response Co-Generation](http://arxiv.org/abs/2004.12363v1) [[PDF](http://arxiv.org/pdf/2004.12363v1)]
- [Relational Graph Attention Network for Aspect-based Sentiment Analysis](http://arxiv.org/abs/2004.12362v1) [[PDF](http://arxiv.org/pdf/2004.12362v1)]
- [Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty
  with Bernstein Bounds](http://arxiv.org/abs/2004.12332v1) [[PDF](http://arxiv.org/pdf/2004.12332v1)]
- [Neural Topic Modeling with Bidirectional Adversarial Training](http://arxiv.org/abs/2004.12331v1) [[PDF](http://arxiv.org/pdf/2004.12331v1)]
- [MATINF: A Jointly Labeled Large-Scale Dataset for Classification,
  Question Answering and Summarization](http://arxiv.org/abs/2004.12302v2) [[PDF](http://arxiv.org/pdf/2004.12302v2)]
- [SpellGCN: Incorporating Phonological and Visual Similarities into
  Language Models for Chinese Spelling Check](http://arxiv.org/abs/2004.14166v2) [[PDF](http://arxiv.org/pdf/2004.14166v2)]
- [MixText: Linguistically-Informed Interpolation of Hidden Space for
  Semi-Supervised Text Classification](http://arxiv.org/abs/2004.12239v1) [[PDF](http://arxiv.org/pdf/2004.12239v1)]
- [Learning to Update Natural Language Comments Based on Code Changes](http://arxiv.org/abs/2004.12169v2) [[PDF](http://arxiv.org/pdf/2004.12169v2)]
- [How Does NLP Benefit Legal System: A Summary of Legal Artificial
  Intelligence](http://arxiv.org/abs/2004.12158v5) [[PDF](http://arxiv.org/pdf/2004.12158v5)]
- [When do Word Embeddings Accurately Reflect Surveys on our Beliefs About
  People?](http://arxiv.org/abs/2004.12043v1) [[PDF](http://arxiv.org/pdf/2004.12043v1)]
- [Syntactic Data Augmentation Increases Robustness to Inference Heuristics](http://arxiv.org/abs/2004.11999v1) [[PDF](http://arxiv.org/pdf/2004.11999v1)]
- [Template-Based Question Generation from Retrieved Sentences for Improved
  Unsupervised Question Answering](http://arxiv.org/abs/2004.11892v1) [[PDF](http://arxiv.org/pdf/2004.11892v1)]
- [Improving Massively Multilingual Neural Machine Translation and
  Zero-Shot Translation](http://arxiv.org/abs/2004.11867v1) [[PDF](http://arxiv.org/pdf/2004.11867v1)]
- [FLAT: Chinese NER Using Flat-Lattice Transformer](http://arxiv.org/abs/2004.11795v2) [[PDF](http://arxiv.org/pdf/2004.11795v2)]
- [Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling](http://arxiv.org/abs/2004.11727v1) [[PDF](http://arxiv.org/pdf/2004.11727v1)]
- [GCAN: Graph-aware Co-Attention Networks for Explainable Fake News
  Detection on Social Media](http://arxiv.org/abs/2004.11648v1) [[PDF](http://arxiv.org/pdf/2004.11648v1)]
- [Probabilistically Masked Language Model Capable of Autoregressive
  Generation in Arbitrary Word Order](http://arxiv.org/abs/2004.11579v1) [[PDF](http://arxiv.org/pdf/2004.11579v1)]
- [Learning Dialog Policies from Weak Demonstrations](http://arxiv.org/abs/2004.11054v1) [[PDF](http://arxiv.org/pdf/2004.11054v1)]
- [Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog](http://arxiv.org/abs/2004.11019v2) [[PDF](http://arxiv.org/pdf/2004.11019v2)]
- [Don't Stop Pretraining: Adapt Language Models to Domains and Tasks](http://arxiv.org/abs/2004.10964v3) [[PDF](http://arxiv.org/pdf/2004.10964v3)]
- [Revisiting the Context Window for Cross-lingual Word Embeddings](http://arxiv.org/abs/2004.10813v1) [[PDF](http://arxiv.org/pdf/2004.10813v1)]
- [Polarized-VAE: Proximity Based Disentangled Representation Learning for
  Text Generation](http://arxiv.org/abs/2004.10809v1) [[PDF](http://arxiv.org/pdf/2004.10809v1)]
- [A Study of Non-autoregressive Model for Sequence Generation](http://arxiv.org/abs/2004.10454v2) [[PDF](http://arxiv.org/pdf/2004.10454v2)]
- [Every Document Owns Its Structure: Inductive Text Classification via
  Graph Neural Networks](http://arxiv.org/abs/2004.13826v2) [[PDF](http://arxiv.org/pdf/2004.13826v2)]
- [Logical Natural Language Generation from Open-Domain Tables](http://arxiv.org/abs/2004.10404v2) [[PDF](http://arxiv.org/pdf/2004.10404v2)]
- [ESPnet-ST: All-in-One Speech Translation Toolkit](http://arxiv.org/abs/2004.10234v1) [[PDF](http://arxiv.org/pdf/2004.10234v1)]
- [Knowledge Distillation for Multilingual Unsupervised Neural Machine
  Translation](http://arxiv.org/abs/2004.10171v1) [[PDF](http://arxiv.org/pdf/2004.10171v1)]
- [Logic-Guided Data Augmentation and Regularization for Consistent
  Question Answering](http://arxiv.org/abs/2004.10157v2) [[PDF](http://arxiv.org/pdf/2004.10157v2)]
- [Unsupervised Opinion Summarization with Noising and Denoising](http://arxiv.org/abs/2004.10150v1) [[PDF](http://arxiv.org/pdf/2004.10150v1)]
- [Curriculum Pre-training for End-to-End Speech Translation](http://arxiv.org/abs/2004.10093v1) [[PDF](http://arxiv.org/pdf/2004.10093v1)]
- [Relabel the Noise: Joint Extraction of Entities and Relations via
  Cooperative Multiagents](http://arxiv.org/abs/2004.09930v1) [[PDF](http://arxiv.org/pdf/2004.09930v1)]
- [Contextual Neural Machine Translation Improves Translation of Cataphoric
  Pronouns](http://arxiv.org/abs/2004.09894v2) [[PDF](http://arxiv.org/pdf/2004.09894v2)]
- [Considering Likelihood in NLP Classification Explanations with Occlusion
  and Language Modeling](http://arxiv.org/abs/2004.09890v1) [[PDF](http://arxiv.org/pdf/2004.09890v1)]
- [Grounding Conversations with Improvised Dialogues](http://arxiv.org/abs/2004.09544v2) [[PDF](http://arxiv.org/pdf/2004.09544v2)]
- [On the Encoder-Decoder Incompatibility in Variational Text Modeling and
  Beyond](http://arxiv.org/abs/2004.09189v1) [[PDF](http://arxiv.org/pdf/2004.09189v1)]
- [The State and Fate of Linguistic Diversity and Inclusion in the NLP
  World](http://arxiv.org/abs/2004.09095v2) [[PDF](http://arxiv.org/pdf/2004.09095v2)]
- [Gated Convolutional Bidirectional Attention-based Model for Off-topic
  Spoken Response Detection](http://arxiv.org/abs/2004.09036v3) [[PDF](http://arxiv.org/pdf/2004.09036v3)]
- [Incorporating External Knowledge through Pre-training for Natural
  Language to Code Generation](http://arxiv.org/abs/2004.09015v1) [[PDF](http://arxiv.org/pdf/2004.09015v1)]
- [Extractive Summarization as Text Matching](http://arxiv.org/abs/2004.08795v1) [[PDF](http://arxiv.org/pdf/2004.08795v1)]
- [Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation](http://arxiv.org/abs/2004.08694v2) [[PDF](http://arxiv.org/pdf/2004.08694v2)]
- [Exclusive Hierarchical Decoding for Deep Keyphrase Generation](http://arxiv.org/abs/2004.08511v1) [[PDF](http://arxiv.org/pdf/2004.08511v1)]
- [A Formal Hierarchy of RNN Architectures](http://arxiv.org/abs/2004.08500v2) [[PDF](http://arxiv.org/pdf/2004.08500v2)]
- [Can You Put it All Together: Evaluating Conversational Agents' Ability
  to Blend Skills](http://arxiv.org/abs/2004.08449v1) [[PDF](http://arxiv.org/pdf/2004.08449v1)]
- [Highway Transformer: Self-Gating Enhanced Self-Attentive Networks](http://arxiv.org/abs/2004.08178v3) [[PDF](http://arxiv.org/pdf/2004.08178v3)]
- [Probing Linguistic Features of Sentence-Level Representations in Neural
  Relation Extraction](http://arxiv.org/abs/2004.08134v1) [[PDF](http://arxiv.org/pdf/2004.08134v1)]
- [Fast and Accurate Deep Bidirectional Language Representations for
  Unsupervised Learning](http://arxiv.org/abs/2004.08097v1) [[PDF](http://arxiv.org/pdf/2004.08097v1)]
- [Dialogue-Based Relation Extraction](http://arxiv.org/abs/2004.08056v1) [[PDF](http://arxiv.org/pdf/2004.08056v1)]
- [Rigid Formats Controlled Text Generation](http://arxiv.org/abs/2004.08022v1) [[PDF](http://arxiv.org/pdf/2004.08022v1)]
- [Bridging Anaphora Resolution as Question Answering](http://arxiv.org/abs/2004.07898v1) [[PDF](http://arxiv.org/pdf/2004.07898v1)]
- [Generate, Delete and Rewrite: A Three-Stage Framework for Improving
  Persona Consistency of Dialogue Generation](http://arxiv.org/abs/2004.07672v4) [[PDF](http://arxiv.org/pdf/2004.07672v4)]
- [Null It Out: Guarding Protected Attributes by Iterative Nullspace
  Projection](http://arxiv.org/abs/2004.07667v2) [[PDF](http://arxiv.org/pdf/2004.07667v2)]
- [LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from
  Explanation](http://arxiv.org/abs/2004.07499v1) [[PDF](http://arxiv.org/pdf/2004.07499v1)]
- [TriggerNER: Learning with Entity Triggers as Explanations for Named
  Entity Recognition](http://arxiv.org/abs/2004.07493v2) [[PDF](http://arxiv.org/pdf/2004.07493v2)]
- [Paraphrase Augmented Task-Oriented Dialog Generation](http://arxiv.org/abs/2004.07462v2) [[PDF](http://arxiv.org/pdf/2004.07462v2)]
- [The Right Tool for the Job: Matching Model and Instance Complexities](http://arxiv.org/abs/2004.07453v2) [[PDF](http://arxiv.org/pdf/2004.07453v2)]
- [SPECTER: Document-level Representation Learning using Citation-informed
  Transformers](http://arxiv.org/abs/2004.07180v4) [[PDF](http://arxiv.org/pdf/2004.07180v4)]
- [Analyzing analytical methods: The case of phonology in neural models of
  spoken language](http://arxiv.org/abs/2004.07070v2) [[PDF](http://arxiv.org/pdf/2004.07070v2)]
- [TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product
  Categories](http://arxiv.org/abs/2004.13852v2) [[PDF](http://arxiv.org/pdf/2004.13852v2)]
- [Balancing Training for Multilingual Neural Machine Translation](http://arxiv.org/abs/2004.06748v3) [[PDF](http://arxiv.org/pdf/2004.06748v3)]
- [Weight Poisoning Attacks on Pre-trained Models](http://arxiv.org/abs/2004.06660v1) [[PDF](http://arxiv.org/pdf/2004.06660v1)]
- [Speech Translation and the End-to-End Promise: Taking Stock of Where We
  Are](http://arxiv.org/abs/2004.06358v1) [[PDF](http://arxiv.org/pdf/2004.06358v1)]
- [Cross-Lingual Semantic Role Labeling with High-Quality Translated
  Training Corpus](http://arxiv.org/abs/2004.06295v2) [[PDF](http://arxiv.org/pdf/2004.06295v2)]
- [Reverse Engineering Configurations of Neural Text Generation Models](http://arxiv.org/abs/2004.06201v1) [[PDF](http://arxiv.org/pdf/2004.06201v1)]
- [Pretrained Transformers Improve Out-of-Distribution Robustness](http://arxiv.org/abs/2004.06100v2) [[PDF](http://arxiv.org/pdf/2004.06100v2)]
- [Generating Fact Checking Explanations](http://arxiv.org/abs/2004.05773v1) [[PDF](http://arxiv.org/pdf/2004.05773v1)]
- [XtremeDistil: Multi-stage Distillation for Massive Multilingual Models](http://arxiv.org/abs/2004.05686v2) [[PDF](http://arxiv.org/pdf/2004.05686v2)]
- [Bayesian Hierarchical Words Representation Learning](http://arxiv.org/abs/2004.07126v1) [[PDF](http://arxiv.org/pdf/2004.07126v1)]
- [AMR Parsing via Graph-Sequence Iterative Inference](http://arxiv.org/abs/2004.05572v2) [[PDF](http://arxiv.org/pdf/2004.05572v2)]
- [You Impress Me: Dialogue Generation via Mutual Persona Perception](http://arxiv.org/abs/2004.05388v1) [[PDF](http://arxiv.org/pdf/2004.05388v1)]
- [Improved Speech Representations with Multi-Target Autoregressive
  Predictive Coding](http://arxiv.org/abs/2004.05274v1) [[PDF](http://arxiv.org/pdf/2004.05274v1)]
- [Overestimation of Syntactic Representationin Neural Language Models](http://arxiv.org/abs/2004.05067v1) [[PDF](http://arxiv.org/pdf/2004.05067v1)]
- [Designing Precise and Robust Dialogue Response Evaluators](http://arxiv.org/abs/2004.04908v2) [[PDF](http://arxiv.org/pdf/2004.04908v2)]
- [BLEURT: Learning Robust Metrics for Text Generation](http://arxiv.org/abs/2004.04696v5) [[PDF](http://arxiv.org/pdf/2004.04696v5)]
- [Reducing Gender Bias in Neural Machine Translation as a Domain
  Adaptation Problem](http://arxiv.org/abs/2004.04498v2) [[PDF](http://arxiv.org/pdf/2004.04498v2)]
- [MuTual: A Dataset for Multi-Turn Dialogue Reasoning](http://arxiv.org/abs/2004.04494v1) [[PDF](http://arxiv.org/pdf/2004.04494v1)]
- [Injecting Numerical Reasoning Skills into Language Models](http://arxiv.org/abs/2004.04487v1) [[PDF](http://arxiv.org/pdf/2004.04487v1)]
- [Calibrating Structured Output Predictors for Natural Language Processing](http://arxiv.org/abs/2004.04361v2) [[PDF](http://arxiv.org/pdf/2004.04361v2)]
- [Conversation Learner -- A Machine Teaching Tool for Building Dialog
  Managers for Task-Oriented Dialog Systems](http://arxiv.org/abs/2004.04305v2) [[PDF](http://arxiv.org/pdf/2004.04305v2)]
- [Asking and Answering Questions to Evaluate the Factual Consistency of
  Summaries](http://arxiv.org/abs/2004.04228v1) [[PDF](http://arxiv.org/pdf/2004.04228v1)]
- [Measuring Emotions in the COVID-19 Real World Worry Dataset](http://arxiv.org/abs/2004.04225v2) [[PDF](http://arxiv.org/pdf/2004.04225v2)]
- [Generating Counter Narratives against Online Hate Speech: Data and
  Strategies](http://arxiv.org/abs/2004.04216v1) [[PDF](http://arxiv.org/pdf/2004.04216v1)]
- [Structure-Level Knowledge Distillation For Multilingual Sequence
  Labeling](http://arxiv.org/abs/2004.03846v3) [[PDF](http://arxiv.org/pdf/2004.03846v3)]
- [Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward
  Decomposition](http://arxiv.org/abs/2004.03809v2) [[PDF](http://arxiv.org/pdf/2004.03809v2)]
- [Towards Faithfully Interpretable NLP Systems: How should we define and
  evaluate faithfulness?](http://arxiv.org/abs/2004.03685v3) [[PDF](http://arxiv.org/pdf/2004.03685v3)]
- [Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for
  Span-based Question Answering](http://arxiv.org/abs/2004.03561v2) [[PDF](http://arxiv.org/pdf/2004.03561v2)]
- [Information-Theoretic Probing for Linguistic Structure](http://arxiv.org/abs/2004.03061v2) [[PDF](http://arxiv.org/pdf/2004.03061v2)]
- [MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices](http://arxiv.org/abs/2004.02984v2) [[PDF](http://arxiv.org/pdf/2004.02984v2)]
- [Data Manipulation: Towards Effective Instance Learning for Neural
  Dialogue Generation via Learning to Augment and Reweight](http://arxiv.org/abs/2004.02594v4) [[PDF](http://arxiv.org/pdf/2004.02594v4)]
- [Distinguish Confusing Law Articles for Legal Judgment Prediction](http://arxiv.org/abs/2004.02557v3) [[PDF](http://arxiv.org/pdf/2004.02557v3)]
- [An Analysis of the Utility of Explicit Negative Examples to Improve the
  Syntactic Abilities of Neural Language Models](http://arxiv.org/abs/2004.02451v3) [[PDF](http://arxiv.org/pdf/2004.02451v3)]
- [Geometry-aware Domain Adaptation for Unsupervised Alignment of Word
  Embeddings](http://arxiv.org/abs/2004.08243v2) [[PDF](http://arxiv.org/pdf/2004.08243v2)]
- [TAPAS: Weakly Supervised Table Parsing via Pre-training](http://arxiv.org/abs/2004.02349v2) [[PDF](http://arxiv.org/pdf/2004.02349v2)]
- [Hierarchical Entity Typing via Multi-level Learning to Rank](http://arxiv.org/abs/2004.02286v1) [[PDF](http://arxiv.org/pdf/2004.02286v1)]
- [FastBERT: a Self-distilling BERT with Adaptive Inference Time](http://arxiv.org/abs/2004.02178v2) [[PDF](http://arxiv.org/pdf/2004.02178v2)]
- [Unsupervised Domain Clusters in Pretrained Language Models](http://arxiv.org/abs/2004.02105v2) [[PDF](http://arxiv.org/pdf/2004.02105v2)]
- [Generating Hierarchical Explanations on Text Classification via Feature
  Interaction Detection](http://arxiv.org/abs/2004.02015v3) [[PDF](http://arxiv.org/pdf/2004.02015v3)]
- [Talk to Papers: Bringing Neural Question Answering to Academic Search](http://arxiv.org/abs/2004.02002v3) [[PDF](http://arxiv.org/pdf/2004.02002v3)]
- [Hooks in the Headline: Learning to Generate Headlines with Controlled
  Styles](http://arxiv.org/abs/2004.01980v3) [[PDF](http://arxiv.org/pdf/2004.01980v3)]
- ["None of the Above":Measure Uncertainty in Dialog Response Retrieval](http://arxiv.org/abs/2004.01926v2) [[PDF](http://arxiv.org/pdf/2004.01926v2)]
- [Stanza: A Python Natural Language Processing Toolkit for Many Human
  Languages](http://arxiv.org/abs/2003.07082v2) [[PDF](http://arxiv.org/pdf/2003.07082v2)]
- [TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural
  Language Processing](http://arxiv.org/abs/2002.12620v2) [[PDF](http://arxiv.org/pdf/2002.12620v2)]
- [Compressing BERT: Studying the Effects of Weight Pruning on Transfer
  Learning](http://arxiv.org/abs/2002.08307v2) [[PDF](http://arxiv.org/pdf/2002.08307v2)]
- [ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and
  Diagnosing Dialogue Systems](http://arxiv.org/abs/2002.04793v2) [[PDF](http://arxiv.org/pdf/2002.04793v2)]
- [CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of
  Text Generation](http://arxiv.org/abs/2002.00583v1) [[PDF](http://arxiv.org/pdf/2002.00583v1)]
- [Efficient Dialogue State Tracking by Selectively Overwriting Memory](http://arxiv.org/abs/1911.03906v2) [[PDF](http://arxiv.org/pdf/1911.03906v2)]
- [A Re-evaluation of Knowledge Graph Completion Methods](http://arxiv.org/abs/1911.03903v2) [[PDF](http://arxiv.org/pdf/1911.03903v2)]
- [CamemBERT: a Tasty French Language Model](http://arxiv.org/abs/1911.03894v3) [[PDF](http://arxiv.org/pdf/1911.03894v3)]
- [Social Bias Frames: Reasoning about Social and Power Implications of
  Language](http://arxiv.org/abs/1911.03891v3) [[PDF](http://arxiv.org/pdf/1911.03891v3)]
- [Pre-train and Plug-in: Flexible Conditional Text Generation with
  Variational Auto-Encoders](http://arxiv.org/abs/1911.03882v4) [[PDF](http://arxiv.org/pdf/1911.03882v4)]
- [RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL
  Parsers](http://arxiv.org/abs/1911.04942v2) [[PDF](http://arxiv.org/pdf/1911.04942v2)]
- [Improving Transformer Models by Reordering their Sublayers](http://arxiv.org/abs/1911.03864v2) [[PDF](http://arxiv.org/pdf/1911.03864v2)]
- [Not All Claims are Created Equal: Choosing the Right Statistical
  Approach to Assess Hypotheses](http://arxiv.org/abs/1911.03850v3) [[PDF](http://arxiv.org/pdf/1911.03850v3)]
- [Distilling Knowledge Learned in BERT for Text Generation](http://arxiv.org/abs/1911.03829v2) [[PDF](http://arxiv.org/pdf/1911.03829v2)]
- [Generalizing Natural Language Analysis through Span-relation
  Representations](http://arxiv.org/abs/1911.03822v2) [[PDF](http://arxiv.org/pdf/1911.03822v2)]
- [The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded
  Conversational Agents](http://arxiv.org/abs/1911.03768v2) [[PDF](http://arxiv.org/pdf/1911.03768v2)]
- [Multi-Sentence Argument Linking](http://arxiv.org/abs/1911.03766v3) [[PDF](http://arxiv.org/pdf/1911.03766v3)]
- [A Reinforced Generation of Adversarial Examples for Neural Machine
  Translation](http://arxiv.org/abs/1911.03677v2) [[PDF](http://arxiv.org/pdf/1911.03677v2)]
- [Orthogonal Relation Transforms with Graph Context Modeling for Knowledge
  Graph Embedding](http://arxiv.org/abs/1911.04910v3) [[PDF](http://arxiv.org/pdf/1911.04910v3)]
- [Interactive Classification by Asking Informative Questions](http://arxiv.org/abs/1911.03598v2) [[PDF](http://arxiv.org/pdf/1911.03598v2)]
- [ERASER: A Benchmark to Evaluate Rationalized NLP Models](http://arxiv.org/abs/1911.03429v2) [[PDF](http://arxiv.org/pdf/1911.03429v2)]
- [Negated and Misprimed Probes for Pretrained Language Models: Birds Can
  Talk, But Cannot Fly](http://arxiv.org/abs/1911.03343v3) [[PDF](http://arxiv.org/pdf/1911.03343v3)]
- [Should All Cross-Lingual Embeddings Speak English?](http://arxiv.org/abs/1911.03058v2) [[PDF](http://arxiv.org/pdf/1911.03058v2)]
- [Contextualized Sparse Representations for Real-Time Open-Domain Question
  Answering](http://arxiv.org/abs/1911.02896v2) [[PDF](http://arxiv.org/pdf/1911.02896v2)]
- [Enhancing Pre-trained Chinese Character Representation with Word-aligned
  Attention](http://arxiv.org/abs/1911.02821v2) [[PDF](http://arxiv.org/pdf/1911.02821v2)]
- [Optimizing the Factual Correctness of a Summary: A Study of Summarizing
  Radiology Reports](http://arxiv.org/abs/1911.02541v3) [[PDF](http://arxiv.org/pdf/1911.02541v3)]
- [Unsupervised Opinion Summarization as Copycat-Review Generation](http://arxiv.org/abs/1911.02247v2) [[PDF](http://arxiv.org/pdf/1911.02247v2)]
- [Unsupervised Cross-lingual Representation Learning at Scale](http://arxiv.org/abs/1911.02116v2) [[PDF](http://arxiv.org/pdf/1911.02116v2)]
- [Improving Slot Filling by Utilizing Contextual Information](http://arxiv.org/abs/1911.01680v2) [[PDF](http://arxiv.org/pdf/1911.01680v2)]
- [Emerging Cross-lingual Structure in Pretrained Language Models](http://arxiv.org/abs/1911.01464v3) [[PDF](http://arxiv.org/pdf/1911.01464v3)]
- [Automatic Detection of Generated Text is Easiest when Humans are Fooled](http://arxiv.org/abs/1911.00650v2) [[PDF](http://arxiv.org/pdf/1911.00650v2)]
- [DialoGPT: Large-Scale Generative Pre-training for Conversational
  Response Generation](http://arxiv.org/abs/1911.00536v3) [[PDF](http://arxiv.org/pdf/1911.00536v3)]
- [Masked Language Model Scoring](http://arxiv.org/abs/1910.14659v2) [[PDF](http://arxiv.org/pdf/1910.14659v2)]
- [Adversarial NLI: A New Benchmark for Natural Language Understanding](http://arxiv.org/abs/1910.14599v2) [[PDF](http://arxiv.org/pdf/1910.14599v2)]
- [Learning to Customize Model Structures for Few-shot Dialogue Generation
  Tasks](http://arxiv.org/abs/1910.14326v2) [[PDF](http://arxiv.org/pdf/1910.14326v2)]
- [Harnessing the linguistic signal to predict scalar inferences](http://arxiv.org/abs/1910.14254v2) [[PDF](http://arxiv.org/pdf/1910.14254v2)]
- [Discourse-Aware Neural Extractive Text Summarization](http://arxiv.org/abs/1910.14142v2) [[PDF](http://arxiv.org/pdf/1910.14142v2)]
- [BPE-Dropout: Simple and Effective Subword Regularization](http://arxiv.org/abs/1910.13267v2) [[PDF](http://arxiv.org/pdf/1910.13267v2)]
- [Word-level Textual Adversarial Attacking as Combinatorial Optimization](http://arxiv.org/abs/1910.12196v3) [[PDF](http://arxiv.org/pdf/1910.12196v3)]
- [Exploring Author Context for Detecting Intended vs Perceived Sarcasm](http://arxiv.org/abs/1910.11932v1) [[PDF](http://arxiv.org/pdf/1910.11932v1)]
- [On the Cross-lingual Transferability of Monolingual Representations](http://arxiv.org/abs/1910.11856v3) [[PDF](http://arxiv.org/pdf/1910.11856v3)]
- [A Unified MRC Framework for Named Entity Recognition](http://arxiv.org/abs/1910.11476v6) [[PDF](http://arxiv.org/pdf/1910.11476v6)]
- [Universal Decompositional Semantic Parsing](http://arxiv.org/abs/1910.10138v3) [[PDF](http://arxiv.org/pdf/1910.10138v3)]
- [Fine-grained Fact Verification with Kernel Graph Attention Network](http://arxiv.org/abs/1910.09796v3) [[PDF](http://arxiv.org/pdf/1910.09796v3)]
- [PLATO: Pre-trained Dialogue Generation Model with Discrete Latent
  Variable](http://arxiv.org/abs/1910.07931v3) [[PDF](http://arxiv.org/pdf/1910.07931v3)]
- [MLQA: Evaluating Cross-lingual Extractive Question Answering](http://arxiv.org/abs/1910.07475v3) [[PDF](http://arxiv.org/pdf/1910.07475v3)]
- [BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized
  Model Performance](http://arxiv.org/abs/1910.07181v3) [[PDF](http://arxiv.org/pdf/1910.07181v3)]
- [R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for
  the Right Reason](http://arxiv.org/abs/1910.04601v2) [[PDF](http://arxiv.org/pdf/1910.04601v2)]
- [Learning to Contextually Aggregate Multi-Source Supervision for Sequence
  Labeling](http://arxiv.org/abs/1910.04289v2) [[PDF](http://arxiv.org/pdf/1910.04289v2)]
- [Learning to Deceive with Attention-Based Explanations](http://arxiv.org/abs/1909.07913v2) [[PDF](http://arxiv.org/pdf/1909.07913v2)]
- [End-to-End Bias Mitigation by Modelling Biases in Corpora](http://arxiv.org/abs/1909.06321v3) [[PDF](http://arxiv.org/pdf/1909.06321v3)]
- [From English to Code-Switching: Transfer Learning with Strong
  Morphological Clues](http://arxiv.org/abs/1909.05158v3) [[PDF](http://arxiv.org/pdf/1909.05158v3)]
- [A Novel Cascade Binary Tagging Framework for Relational Triple
  Extraction](http://arxiv.org/abs/1909.03227v3) [[PDF](http://arxiv.org/pdf/1909.03227v3)]
- [Enhancing Machine Translation with Dependency-Aware Self-Attention](http://arxiv.org/abs/1909.03149v3) [[PDF](http://arxiv.org/pdf/1909.03149v3)]
- [Uncertain Natural Language Inference](http://arxiv.org/abs/1909.03042v2) [[PDF](http://arxiv.org/pdf/1909.03042v2)]
- [Regularized Context Gates on Transformer for Machine Translation](http://arxiv.org/abs/1908.11020v2) [[PDF](http://arxiv.org/pdf/1908.11020v2)]
- [Learning a Multi-Domain Curriculum for Neural Machine Translation](http://arxiv.org/abs/1908.10940v2) [[PDF](http://arxiv.org/pdf/1908.10940v2)]
- [Interactive Machine Comprehension with Information Seeking Agents](http://arxiv.org/abs/1908.10449v3) [[PDF](http://arxiv.org/pdf/1908.10449v3)]
- [Facet-Aware Evaluation for Extractive Summarization](http://arxiv.org/abs/1908.10383v2) [[PDF](http://arxiv.org/pdf/1908.10383v2)]
- [Dialogue Coherence Assessment Without Explicit Dialogue Act Labels](http://arxiv.org/abs/1908.08486v2) [[PDF](http://arxiv.org/pdf/1908.08486v2)]
- [SenseBERT: Driving Some Sense into BERT](http://arxiv.org/abs/1908.05646v2) [[PDF](http://arxiv.org/pdf/1908.05646v2)]
- [A Relational Memory-based Embedding Model for Triple Classification and
  Search Personalization](http://arxiv.org/abs/1907.06080v2) [[PDF](http://arxiv.org/pdf/1907.06080v2)]
- [Katecheo: A Portable and Modular System for Multi-Topic Question
  Answering](http://arxiv.org/abs/1907.00854v2) [[PDF](http://arxiv.org/pdf/1907.00854v2)]
- [TVQA+: Spatio-Temporal Grounding for Video Question Answering](http://arxiv.org/abs/1904.11574v2) [[PDF](http://arxiv.org/pdf/1904.11574v2)]
- [Few-Shot NLG with Pre-Trained Language Model](http://arxiv.org/abs/1904.09521v3) [[PDF](http://arxiv.org/pdf/1904.09521v3)]
- [Effective Estimation of Deep Generative Language Models](http://arxiv.org/abs/1904.08194v3) [[PDF](http://arxiv.org/pdf/1904.08194v3)]
- [Image Chat: Engaging Grounded Conversations](http://arxiv.org/abs/1811.00945v2) [[PDF](http://arxiv.org/pdf/1811.00945v2)]
- [One Size Does Not Fit All: Generating and Evaluating Variable Number of
  Keyphrases](http://arxiv.org/abs/1810.05241v4) [[PDF](http://arxiv.org/pdf/1810.05241v4)]


#参考
- [ACL2019でarXivにあるものをリストアップしてみた](https://qiita.com/tomo-wb/items/38eda141b095948ff220)
- [PythonでarXiv APIを使って論文情報取得、PDFダウンロード](https://note.nkmk.me/python-arxiv-api-download-rss/)
- [arXiv API User's Manual](https://arxiv.org/help/api/user-manual#query_details)