yusuke1997/dblp-id-title huggingface dataset:
New Datasets and Controllable Iterative Data Augmentation Method for Code-switching ASR Error Correction
Embedding Individual Table Columns for Resilient SQL Chatbots
Learning Hard Retrieval Decoder Attention for Transformers
Online Methods for Multi-Domain Learning and Adaptation
Improving Adversarial Robustness in Vision-Language Models with Architecture and Prompt Design
Jump to better conclusions: SCAN both left and right
Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models
Generate then Refine: Data Augmentation for Zero-shot Intent Detection
The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions
Sources of Hallucination by Large Language Models on Inference Tasks
User Inference Attacks on Large Language Models
University of Edinburgh's submission to the Document-level Generation and Translation Shared Task
Dr ChatGPT tell me what I want to hear: How different prompts impact health answer correctness
CHESS: Optimizing LLM Inference via Channel-Wise Thresholding and Selective Sparsification
Generating Commonsense Counterfactuals for Stable Relation Extraction
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks
Plot Twist: Multimodal Models Don't Comprehend Simple Chart Details
BERT-ATTACK: Adversarial Attack Against BERT Using BERT
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models
Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers
Conversation Chronicles: Towards Diverse Temporal and Relational Dynamics in Multi-Session Conversations
Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations
Transformational Priors Over Grammars
Sparse Low-rank Adaptation of Pre-trained Language Models
Exploring Adaptor Grammars for Native Language Identification
FPT: Improving Prompt Tuning Efficiency via Progressive Training
Compressing Trigram Language Models With Golomb Coding
A Hierarchical Neural Attention-based Text Classifier
LLM aided semi-supervision for efficient Extractive Dialog Summarization
Coreference-aware Surprisal Predicts Brain Response
Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric
COM-MRC: A COntext-Masked Machine Reading Comprehension Framework for Aspect Sentiment Triplet Extraction
Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling
Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification
A Simple and Effective Positional Encoding for Transformers
Using the Web for Language Independent Spellchecking and Autocorrection
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks
Zero-Shot Crosslingual Sentence Simplification
GNAT: A General Narrative Alignment Tool
Accurate Semantic Class Classifier for Coreference Resolution
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach
Efficient Higher-Order CRFs for Morphological Tagging
From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction
Goal-Driven Explainable Clustering via Language Descriptions
Precise Model Benchmarking with Only a Few Observations
Cross-lingual Contextualized Phrase Retrieval
Bayesian Document Generative Model with Explicit Multiple Topics
Is Explanation the Cure? Misinformation Mitigation in the Short Term and Long Term
Translating away Translationese without Parallel Data
Reevaluating Adversarial Examples in Natural Language
FASTTRACK: Reliable Fact Tracing via Clustering and LLM-Powered Evidence Validation
Semantic Storytelling, Cross-lingual Event Detection and other Semantic Services for a Newsroom Content Curation Dashboard
Query-Key Normalization for Transformers
DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs
Mining Knowledge for Natural Language Inference from Wikipedia Categories
LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation
Effective Convolutional Attention Network for Multi-label Clinical Document Classification
Toxicity, Morality, and Speech Act Guided Stance Detection
Split or Merge: Which is Better for Unsupervised RST Parsing?
Improving Language Models' Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary
The importance of fillers for text representations of speech transcripts
Learning Better Internal Structure of Words for Sequence Labeling
CCEval: A Representative Evaluation Benchmark for the Chinese-centric Multilingual Machine Translation
A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis
Revisiting the Roles of "Text" in Text Games
A Generative Model for Parsing Natural Language to Meaning Representations
Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization
Topic Segmentation with Hybrid Document Indexing
How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue
A New Approach for English-Chinese Named Entity Alignment
Calibrating Language Models with Adaptive Temperature Scaling
Fine-Tuning Pre-trained Transformers into Decaying Fast Weights
Chinese Metaphorical Relation Extraction: Dataset and Models
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database
Contrastive Learning enhanced Author-Style Headline Generation
Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery
A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving
Transductive Learning for Unsupervised Text Style Transfer
Follow-on Question Suggestion via Voice Hints for Voice Assistants
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models
HSDreport: Heart Sound Diagnosis with Echocardiography Reports
A Neural Network Architecture for Multilingual Punctuation Generation
T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks
ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Detection in Conversational AI
NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation
Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition
Euphemistic Phrase Detection by Masked Language Model
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs
Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning
Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models
Revisiting Transformer-based Models for Long Document Classification
LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification
Asynchronous Deep Interaction Network for Natural Language Inference
Global Learning of Noun Phrase Anaphoricity in Coreference Resolution via Label Propagation
Sentence-Level Content Planning and Style Specification for Neural Text Generation
A Strong Lexical Matching Method for the Machine Comprehension Test
Tokenization Consistency Matters for Generative Models on Extractive NLP Tasks
Why Neural Translations are the Right Length
Implicit Premise Generation with Discourse-aware Commonsense Knowledge Models
Compositional Data and Task Augmentation for Instruction Following
Aligning Translation-Specific Understanding to General Understanding in Large Language Models
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation
A strong baseline for question relevancy ranking
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7 - 11, 2022
Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation
Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation
Recurrent Residual Learning for Sequence Classification
The Effects of the Content of FOMC Communications on US Treasury Rates
COLD: A Benchmark for Chinese Offensive Language Detection
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification
The SuperARV Language Model: Investigating the Effectiveness of Tightly Integrating Multiple Knowledge Sources
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation
Inference Helps PLMs' Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs
Learning Constraints and Descriptive Segmentation for Subevent Detection
A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation
On the Relation between Sensitivity and Accuracy in In-Context Learning
Exploiting Word Internal Structures for Generic Chinese Sentence Representation
The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models
Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection
LLM generated responses to mitigate the impact of hate speech
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs
Recognizing Implicit Discourse Relations in the Penn Discourse Treebank
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs
Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning
Test-time Augmentation for Factual Probing
Free your mouse! Command Large Language Models to Generate Code to Format Word Documents
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation
Improving Word Alignment using Word Similarity
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks
CiteBench: A Benchmark for Scientific Citation Text Generation
Evidence-based Fact-Checking of Health-related Claims
Dynamic Data Selection for Neural Machine Translation
CDD: A Large Scale Dataset for Legal Intelligence Research
ENTYFI: A System for Fine-grained Entity Typing in Fictional Texts
Narrative Theory for Computational Narrative Understanding
Persuasiveness of Generated Free-Text Rationales in Subjective Decisions: A Case Study on Pairwise Argument Ranking
STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion
Winnowing Knowledge for Multi-choice Question Answering
Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval
BanglaTLit: A Benchmark Dataset for Back-Transliteration of Romanized Bangla
BMCook: A Task-agnostic Compression Toolkit for Big Models
On the Automatic Generation and Simplification of Children's Stories
Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs
N-LTP: An Open-source Neural Language Technology Platform for Chinese
Amharic-English Speech Translation in Tourism Domain
Quantifying the redundancy between prosody and text
Multi-resolution Annotations for Emoji Prediction
Learning to Automatically Solve Logic Grid Puzzles
Adaptive Feature Selection for End-to-End Speech Translation
Domain Adaptation with Structural Correspondence Learning
Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
SciWING- A Software Toolkit for Scientific Document Processing
Topic Memory Networks for Short Text Classification
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training
Citance-Contextualized Summarization of Scientific Papers
Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators' Disagreement
Protein folding and chart parsing
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs
Multi-modal Multi-label Emotion Detection with Modality and Label Dependence
Transcending Scaling Laws with 0.1% Extra Compute
Efficient Zero-shot Event Extraction with Context-Definition Alignment
Human-in-the-Loop Parsing
Rotated Word Vector Representations and their Interpretability
Towards Interpretable Reasoning over Paragraph Effects in Situation
Spoken Term Discovery for Language Documentation using Translations
Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering
Semi-Supervised Feature Transformation for Dependency Parsing
Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text Classification
Robust AI-Generated Text Detection by Restricted Embeddings
Editing Conceptual Knowledge for Large Language Models
AmbigQA: Answering Ambiguous Open-domain Questions
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning
Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection
GupShup: Summarizing Open-Domain Code-Switched Conversations
Bilingual Synchronization: Restoring Translational Relationships with Editing Operations
Keeping Up Appearances: Computational Modeling of Face Acts in Persuasion Oriented Discussions
A deep-learning framework to detect sarcasm targets
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks?
Matching Reviews to Objects using a Language Model
GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss
Application of Localized Similarity for Web Documents
Attribute-Based and Value-Based Clustering: An Evaluation
Structured Object Language Modeling (SO-LM): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising
Algorithms for Weighted Pushdown Automata
EmoKnob: Enhance Voice Cloning with Fine-Grained Emotion Control
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning
Go Climb a Dependency Tree and Correct the Grammatical Errors
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling
A Neural Network for Coordination Boundary Prediction
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale
Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder
Minimizing Annotation Effort via Max-Volume Spectral Sampling
From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer
Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness
Human Evaluation of Grammatical Error Correction Systems
Multi-VQG: Generating Engaging Questions for Multiple Images
DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling
Pushdown Layers: Encoding Recursive Structure in Transformer Language Models
Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media
Joint Semantic and Strategy Matching for Persuasive Dialogue
Distilling Knowledge for Empathy Detection
Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation
Revisiting Embedding Features for Simple Semi-supervised Learning
QuaSE: Sequence Editing under Quantifiable Guidance
Time-Aware Language Modeling for Historical Text Dating
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning
A Framework for Automatic Generation of Spoken Question-Answering Data
Automated Tone Transcription and Clustering with Tone2Vec
Rethinking Negative Pairs in Code Search
Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping
Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning
System Combination for Grammatical Error Correction
Exploring Context-Aware Evaluation Metrics for Machine Translation
Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing
Indicative Summarization of Long Discussions
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models
Antecedent Recovery: Experiments with a Trace Tagger
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models
Corrective Models for Speech Recognition of Inflected Languages
Ruler: Data Programming by Demonstration for Document Labeling
Numerical Optimizations for Weighted Low-rank Estimation on Language Models
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification
Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction
A Deeper (Autoregressive) Approach to Non-Convergent Discourse Parsing
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots
Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation
CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity
VivesDebate-Speech: A Corpus of Spoken Argumentation to Leverage Audio Features for Argument Mining
Consonant is all you need: a compact representation of English text for efficient NLP
Toward Completeness in Concept Extraction and Classification
Don't Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja
System Combination for Machine Translation through Paraphrasing
Learning to Write Rationally: How Information Is Distributed in Non-native Speakers' Essays
Hierarchical Enhancement Framework for Aspect-based Argument Mining
Implicational Universals in Stochastic Constraint-Based Phonology
EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge
Mining Inference Formulas by Goal-Directed Random Walks
Rationale-Aware Answer Verification by Pairwise Self-Evaluation
Distributed Language Modeling for N-best List Re-ranking
AnyTOD: A Programmable Task-Oriented Dialog System
Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment
Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction
Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization
Adaptive Hinge Balance Loss for Document-Level Relation Extraction
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation
Edit-Constrained Decoding for Sentence Simplification
A Rich Feature Vector for Protein-Protein Interaction Extraction from Multiple Corpora
Don't Search for a Search Method - Simple Heuristics Suffice for Adversarial Text Attacks
Adapting Language Models to Compress Contexts
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach
Learning Phrasal Categories
Towards Machine Reading for Interventions from Humanitarian-Assistance Program Literature
Discriminative Word Alignment with a Function Word Reordering Model
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization
Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path
INarIG: Iterative Non-autoregressive Instruct Generation Model For Word-Level Auto Completion
Sparse Attention with Linear Units
Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
Analyzing Stemming Approaches for Turkish Multi-Document Summarization
Multi-Source Transfer of Delexicalized Dependency Parsers
Attention-based LSTM Network for Cross-Lingual Sentiment Classification
A Neural Network Model for Low-Resource Universal Dependency Parsing
Timeline extraction using distant supervision and joint inference
Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions
Finding Common Ground: Annotating and Predicting Common Ground in Spoken Conversations
Structural generalization is hard for sequence-to-sequence models
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages
SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction
Key Concept Identification for Medical Information Retrieval
Learning What's Easy: Fully Differentiable Neural Easy-First Taggers
Making "fetch" happen: The influence of social and linguistic context on nonstandard word growth and decline
Detecting Attackable Sentences in Arguments
BLADE: Benchmarking Language Model Agents for Data-Driven Science
Understanding Faithfulness and Reasoning of Large Language Models on Plain Biomedical Summaries
Paraphrastic Representations at Scale
MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model
Linearizing Transformer with Key-Value Memory
What's Yours and What's Mine: Determining Intellectual Attribution in Scientific Text
Information Extraction from Voicemail Transcripts
Condolence and Empathy in Online Communities
Dynamic Forecasting of Conversation Derailment
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation
How Much Knowledge Can You Pack Into the Parameters of a Language Model?
Character-based Bidirectional LSTM-CRF with words and characters for Japanese Named Entity Recognition
Crowdsourcing Semantic Label Propagation in Relation Classification
Subword Segmentation in LLMs: Looking at Inflection and Consistency
BiasX: "Thinking Slow" in Toxic Content Moderation with Explanations of Implied Social Biases
(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas
Human-competitive tagging using automatic keyphrase extraction
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation
An Error-Guided Correction Model for Chinese Spelling Error Correction
Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs
Less is More: Summary of Long Instructions is Better for Program Synthesis
Adapting Multilingual Models for Code-Mixed Translation
Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging
Automatic Pyramid Evaluation Exploiting EDU-based Extractive Reference Summaries
MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering
Semantic matching for text classification with complex class descriptions
Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain