yusuke1997/dblp-id-title huggingface dataset:
How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey
Dependency Parsing and Domain Adaptation with LR Models and Parser Ensembles
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization
Finding Support Examples for In-Context Learning
Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing
Graph-based Analysis of Semantic Drift in Espresso-like Bootstrapping Algorithms
Exploring the Effectiveness of Multi-Lingual Commonsense Knowledge-Aware Open-Domain Dialogue Response Generation
Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow
Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark
A Phrase-Based, Joint Probability Model for Statistical Machine Translation
Tunable Soft Prompts are Messengers in Federated Learning
Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs
An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog
Semi-supervised Structured Prediction with Neural CRF Autoencoder
ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation
Investigating Transferability in Pretrained Language Models
Data Efficient Masked Language Modeling for Vision and Language
Reconstruction Attack on Instance Encoding for Language Understanding
Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs
A Survey on Natural Language Counterfactual Generation
LIA: A Natural Language Programmable Personal Assistant
We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields
Jointly Learning to Repair Code and Generate Commit Message
How Do Neural Sequence Models Generalize? Local and Global Cues for Out-of-Distribution Prediction
Partners in Crime: Multi-view Sequential Inference for Movie Understanding
GD-COMET: A Geo-Diverse Commonsense Inference Model
Learning Distributions over Logical Forms for Referring Expression Generation
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue
Syllogistic Reasoning for Legal Judgment Analysis
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models
Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns?
Heuristically Informed Unsupervised Idiom Usage Recognition
Representation Learning for Resource-Constrained Keyphrase Generation
Spelling-Aware Construction of Macaronic Texts for Teaching Foreign-Language Vocabulary
SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence
BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis
Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples
Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning
ASTE-Transformer: Modelling Dependencies in Aspect-Sentiment Triplet Extraction
Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment
Unsupervised Discovery of a Statistical Verb Lexicon
Evaluating Scholarly Impact: Towards Content-Aware Bibliometrics
Evaluating adversarial attacks against multiple fact verification systems
Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues
Continual Few-Shot Learning for Text Classification
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
On Leakage of Code Generation Evaluation Datasets
Few-Shot Table-to-Text Generation with Prototype Memory
Conversing with databases: Practical Natural Language Querying
Polynomial to Linear: Efficient Classification with Conjunctive Features
Practical Obstacles to Deploying Active Learning
Modeling Disclosive Transparency in NLP Application Descriptions
A Multilingual Information Extraction Pipeline for Investigative Journalism
Not (yet) the whole story: Evaluating Visual Storytelling Requires More than Measuring Coherence, Grounding, and Repetition
Overview and Insights from the Shared Tasks at Scholarly Document Processing 2020: CL-SciSumm, LaySumm and LongSumm
When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size)
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings
Compositional Matrix-Space Models for Sentiment Analysis
Emergent Linguistic Phenomena in Multi-Agent Communication Games
fBERT: A Neural Transformer for Identifying Offensive Content
Learning Personalized Alignment for Evaluating Open-ended Text Generation
Contrastive Deterministic Autoencoders For Language Modeling
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
On the Language Neutrality of Pre-trained Multilingual Representations
Supervised Attentions for Neural Machine Translation
A Large-Scale Study of Machine Translation in Turkic Languages
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP
Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts
Are All Good Word Vector Spaces Isomorphic?
Achieving Stronger Generation via Simple Contrastive Tuning
Name List Only? Target Entity Disambiguation in Short Texts
Open Event Extraction from Online Text using a Generative Adversarial Network
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited
Auto-Evolve: Enhancing Large Language Model's Performance via Self-Reasoning Framework
CNNBiF: CNN-based Bigram Features for Named Entity Recognition
Sampling Bias in Deep Active Classification: An Empirical Study
Learning a Cost-Effective Annotation Policy for Question Answering
Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation
Accented Speech Recognition With Accent-specific Codebooks
Dynamic Planning for LLM-based Graphical User Interface Automation
Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages
Non-Autoregressive Sentence Ordering
Visual Detection with Context for Document Layout Analysis
Auto Search Indexer for End-to-End Document Retrieval
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU
Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model
Back-Translation as Strategy to Tackle the Lack of Corpus in Natural Language Generation from Semantic Representations
Context-Aware Representations for Knowledge Base Relation Extraction
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources
Do LSTMs really work so well for PoS tagging? - A replication study
Text Fact Transfer
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies
ClusterLLM: Large Language Models as a Guide for Text Clustering
CT-GAT: Cross-Task Generative Adversarial Attack based on Transferability
Argument Mining for Review Helpfulness Prediction
Financial Forecasting from Textual and Tabular Time Series
Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification
Retrieval Augmented Visual Question Answering with Outside Knowledge
Is anisotropy really the cause of BERT embeddings not being semantic?
Generalizing over Long Tail Concepts for Medical Term Normalization
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
Dynamic Meta-Embeddings for Improved Sentence Representations
Translation with Source Constituency and Dependency Trees
Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance?
A Strong Baseline for Query Efficient Attacks in a Black Box Setting
Generative Calibration for In-context Learning
Characterizing drug mentions in COVID-19 Twitter Chatter
CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization
Template Guided Text Generation for Task-Oriented Dialogue
Visualization of the Topic Space of Argument Search Results in args.me
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems
Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements
Semantic Context Path Labeling for Semantic Exploration of User Reviews
Human Centered NLP with User-Factor Adaptation
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning
Towards Incremental Transformers: An Empirical Analysis of Transformer Models for Incremental NLU
Minimum Error Rate Training by Sampling the Translation Lattice
Findings of the Third Workshop on Neural Generation and Translation
Data Cartography for Low-Resource Neural Machine Translation
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT
ITER: Iterative Transformer-based Entity Recognition and Relation Extraction
Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts
Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach
Multi-Domain Adaptation for SMT Using Multi-Task Learning
We Are What We Repeatedly Do: Inducing and Deploying Habitual Schemas in Persona-Based Responses
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4
Grounding Semantic Roles in Images
Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration
Retrieval-enriched zero-shot image classification in low-resource domains
A Machine Learning Approach to Answering Questions for Reading Comprehension Tests
Cross-domain Generalization for AMR Parsing
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding
Generationary or "How We Went beyond Word Sense Inventories and Learned to Gloss"
Record-to-Text Generation with Style Imitation
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation
SCFG Decoding Without Binarization
Conceptual structure coheres in human cognition but not in large language models
Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus
kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers
A Phrase-Discovering Topic Model Using Hierarchical Pitman-Yor Processes
Small and Practical BERT Models for Sequence Labeling
Discourse Structures Guided Fine-grained Propaganda Identification
Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation
A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning
Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity
Jointly Embedding Knowledge Graphs and Logical Rules
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
Multi-agent Learning for Neural Machine Translation
Tackling the Low-resource Challenge for Canonical Segmentation
Predicting generalization performance with correctness discriminators
Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation
WiCE: Real-World Entailment for Claims in Wikipedia
Natural Language Processing Meets Quantum Physics: A Survey and Categorization
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little
Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos
PDF-to-Tree: Parsing PDF Text Blocks into a Tree
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space
Automatic Domain Assignment for Word Sense Alignment
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity
Deep Multi-Task Learning with Shared Memory for Text Classification
TheoremQA: A Theorem-driven Question Answering Dataset
Centrality-aware Product Retrieval and Ranking
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs
Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention
Functionality learning through specification instructions
A Two-Stage Parser for Multilingual Dependency Parsing
A Corpus-Based Approach for Building Semantic Lexicons
Identifying Broken Plurals in Unvowelised Arabic Tex
Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching
Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing
Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations
Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans?
Aligning Cross-Lingual Entities with Multi-Aspect Information
Course-Correction: Safety Alignment Using Synthetic Preferences
The DipInfoUniTo Realizer at SRST'19: Learning to Rank and Deep Morphology Prediction for Multilingual Surface Realization
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
Learning to Copy for Automatic Post-Editing
Towards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language Models
Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis
Entity Identification as Multitasking
Deep Joint Entity Disambiguation with Local Neural Attention
Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data
BrainBench: A Brain-Image Test Suite for Distributional Semantic Models
Event-Based Time Label Propagation for Automatic Dating of News Articles
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering
A Challenge Set Approach to Evaluating Machine Translation
CATE: A Contrastive Pre-trained Model for Metaphor Detection with Semi-supervised Learning
Generalized Measures of Anticipation and Responsivity in Online Language Processing
HotSpots: Visualizing Edits to a Text
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems
Waterfall: Scalable Framework for Robust Text Watermarking and Provenance for LLMs
Construction of a Blog Emotion Corpus for Chinese Emotional Expression Analysis
m⌃4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter
A Projection Extension Algorithm for Statistical Machine Translation
Unsupervised Discrete Representations of American Sign Language
Text2Math: End-to-end Parsing Text into Math Expressions
Classifying Relations for Biomedical Named Entity Disambiguation
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict?
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
Adapting a Lexicalized-Grammar Parser to Contrasting Domains
A mostly unlexicalized model for recognizing textual entailment
We're Afraid Language Models Aren't Modeling Ambiguity
DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning
Length bias in Encoder Decoder Models and a Case for Global Conditioning
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
Unsupervised Induction of Contingent Event Pairs from Film Scenes
EMNLP-CoNLL 2007, Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, June 28-30, 2007, Prague, Czech Republic
Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning
SummerTime: Text Summarization Toolkit for Non-experts
Azimuth: Systematic Error Analysis for Text Classification
Proceedings of the Workshop on New Frontiers in Summarization, NFiS@EMNLP 2017, Copenhagen, Denmark, September 7, 2017
Adaptive Information Seeking for Open-Domain Question Answering
Multi-Source Syntactic Neural Machine Translation
Improving Constituency Parsing with Span Attention
Video Highlights Detection and Summarization with Lag-Calibration based on Concept-Emotion Mapping of Crowdsourced Time-Sync Comments
Word Reordering for Zero-shot Cross-lingual Structured Prediction
On the Effects of Transformer Size on In- and Out-of-Domain Calibration
Learning Graph Walk Based Similarity Measures for Parsed Text
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs
Cipher Type Detection
Lexi: Self-Supervised Learning of the UI Language
Coverage-based Example Selection for In-Context Learning
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering
HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing
Zero-shot Commonsense Reasoning over Machine Imagination
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain
Task-oriented Domain-specific Meta-Embedding for Text Classification
A Thorough Examination of Decoding Methods in the Era of LLMs
HeidelPlace: An Extensible Framework for Geoparsing
Empathy Intent Drives Empathy Detection
Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks
MemeCap: A Dataset for Captioning and Interpreting Memes
Chain-of-Thought Embeddings for Stance Detection on Social Media
Do Long-Range Language Models Actually Use Long-Range Context?
Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP 2001, Pittsburgh, PA USA, June 3-4, 2001
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification
Crisis counselor language and perceived genuine concern in crisis conversations
Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items
Generating Mammography Reports from Multi-view Mammograms with BERT
LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder
Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation
An Information-Theoretic Empirical Analysis of Dependency-Based Feature Types for Word Prediction Models
Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training
Using Artificial French Data to Understand the Emergence of Gender Bias in Transformer Language Models
Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy
Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures
Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis
Towards Automatic Construction of News Overview Articles by News Synthesis
Retrofitting Structure-aware Transformer Language Model for End Tasks
Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media
An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification
Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling
RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs
OptSLA: an Optimization-Based Approach for Sequential Label Aggregation
Simple Recurrent Units for Highly Parallelizable Recurrence
Human Rationales as Attribution Priors for Explainable Stance Detection
DGST: a Dual-Generator Network for Text Style Transfer
Distance-Based Propagation for Efficient Knowledge Graph Reasoning
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives
Breaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling
Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL
Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation
Summarization as Indirect Supervision for Relation Extraction
Adaptive Language and Translation Models for Interactive Machine Translation
GooAQ: Open Question Answering with Diverse Answer Types
Revisiting Character-Based Neural Machine Translation with Capacity and Compression
Thoughts to Target: Enhance Planning for Target-driven Conversation
Classifying Dyads for Militarized Conflict Analysis
Tailor knowledge graph for query understanding: linking intent topics by propagation
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking
Practical Correlated Topic Modeling and Analysis via the Rectified Anchor Word Algorithm
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning
q2d: Turning Questions into Dialogs to Teach Models How to Search
Analyzing Film Adaptation through Narrative Alignment
Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters
Cube Pruning as Heuristic Search
Lattice Path Edit Distance: A Romanization-aware Edit Distance for Extracting Misspelling-Correction Pairs from Japanese Search Query Logs
Active Example Selection for In-Context Learning
Generating Coherent Event Schemas at Scale
Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization
Learning Crosslingual Word Embeddings without Bilingual Corpora
Optimal Incremental Parsing via Best-First Dynamic Programming
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss
Japanese Dependency Structure Analysis Based on Support Vector Machines
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP
Is this Sentence Difficult? Do you Agree?
QEFT: Quantization for Efficient Fine-Tuning of LLMs
QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation
End-to-End Evaluation for Low-Latency Simultaneous Speech Translation
LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
LM vs LM: Detecting Factual Errors via Cross Examination
Modelling Discourse Relations for Arabic
Relation Schema Induction using Tensor Factorization with Side Information
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo
Transfer and Multi-Task Learning for Noun-Noun Compound Interpretation
A Discrete CVAE for Response Generation on Short-Text Conversation
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
Modeling Gender and Dialect Bias in Automatic Speech Recognition
Unsupervised Models for Coreference Resolution
Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos
CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles