Transactions of the Association for Computational Linguistics

Article	Citations
The Ethics of Automating Legal Actors	309
Cross-functional Analysis of Generalization in Behavioral Learning	197
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models	147
Segmentation-Free Streaming Machine Translation	136
Transformers for Tabular Data Representation: A Survey of Models and Applications	130
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection	100
State of What Art? A Call for Multi-Prompt LLM Evaluation	84
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates	82
Erasure of Unaligned Attributes from Neural Representations	78
Revisiting Meta-evaluation for Grammatical Error Correction	74
A Survey of Text Games for Reinforcement Learning Informed by Natural Language	72
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation	67
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	64
A Survey on Automated Fact-Checking	47
DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection	46
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression	45
Time-Aware Language Models as Temporal Knowledge Bases	42
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing	41
Do Multi-Document Summarization Models Synthesize?	40
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations	40
Context-Aware Machine Translation with Source Coreference Explanation	39
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval	39
Learning English with Peppa Pig	39
Benchmarking the Generation of Fact Checking Explanations	37
To Diverge or Not to Diverge: A Morphosyntactic Perspective on Machine Translation vs Human Translation	33

Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing	33
Compositional Evaluation on Japanese Textual Entailment and Similarity	32
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces	31
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation	29
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art	28
Few-Shot Multilingual Open-Domain QA from Five Examples	28
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets	26
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation	25
Scientia Potentia Est—On the Role of Knowledge in Computational Argumentation	25
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off	25
Morphology Without Borders: Clause-Level Morphology	25
True Few-Shot Learning with Prompts—A Real-World Perspective	25
ProoFVer: Natural Logic Theorem Proving for Fact Verification	24
Conformal Prediction for Natural Language Processing: A Survey	23
Questions Are All You Need to Train a Dense Passage Retriever	22
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains	20
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models	20
Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition	19
Template-based Abstractive Microblog Opinion Summarization	19
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale	19
Navigating the Landscape of Hint Generation Research: From the Past to the Future	18
InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions	18
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks	18
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis	18
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models	18
Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation	17
Canine: Pre-training an Efficient Tokenization-Free Encoder for Language Representation	17
Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering	17
Interactive Machine Teaching by Labeling Rules and Instances	16
OpenFact: Factuality Enhanced Open Knowledge Extraction	14
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models	13
Sense-specific Historical Word Usage Generation	13
Neuron-level Interpretation of Deep NLP Models: A Survey	13
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?	13
Efficient Long-Text Understanding with Short-Text Models	13
Addressing the Binning Problem in Calibration Assessment through Scalar Annotations	13
MENLI: Robust Evaluation Metrics from Natural Language Inference	12
Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations	12
ABNIRML: Analyzing the Behavior of Neural IR Models	12
A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction	12
Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems	11
Investigating Critical Period Effects in Language Acquisition through Neural Language Models	11
Explainable Abuse Detection as Intent Classification and Slot Filling	11
Modeling Emotion Dynamics in Song Lyrics with State Space Models	11
Learning Fair Representations via Rate-Distortion Maximization	11
Is My Model Using the Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning	11
NLP Security and Ethics, in the Wild	10
Time-and-Space-Efficient Weighted Deduction	10
How “Real” is Your Real-Time Simultaneous Speech-to-Text Translation System?	10
TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion	10

Self-Rationalization in the Wild: A Large-scale Out-of-Distribution Evaluation on NLI-related tasks	9
Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization	9
Sub-Character Tokenization for Chinese Pretrained Language Models	9
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark	9
PaniniQA: Enhancing Patient Education Through Interactive Question Answering	9
Data-to-text Generation with Variational Sequential Planning	9
xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection	9
TANQ: An Open Domain Dataset of Table Answered Questions	9
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation	9
Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models	9
Data-driven Parsing Evaluation for Child-Parent Interactions	9
FeTaQA: Free-form Table Question Answering	8
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation	8
End-to-end Argument Mining with Cross-corpora Multi-task Learning	8
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement	8
Benchmarking Large Language Models for News Summarization	8
Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding	8
Know Your Limits: A Survey of Abstention in Large Language Models	8
Large Language Models Enable Few-Shot Clustering	8
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages	8
Visual Spatial Reasoning	8
Decomposing and Recomposing Event Structure	8
Direct Speech Translation for Automatic Subtitling	7
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference	7
Abstractive Meeting Summarization: A Survey	7
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision	7
Visually Grounded Speech Models Have a Mutual Exclusivity Bias	7
A Cross-Linguistic Pressure for Uniform Information Density in Word Order	7
QAmeleon: Multilingual QA with Only 5 Examples	7
Scope Ambiguities in Large Language Models	7
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure	7
Conformalizing Machine Translation Evaluation	7
Evaluating Transformer Models and Human Behaviors on Chinese Character Naming	7
CreoleVal: Multilingual Multitask Benchmarks for Creoles	7
Hallucinations in Large Multilingual Translation Models	7
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation	7
Expectations over Unspoken Alternatives Predict Pragmatic Inferences	6
Can Authorship Representation Learning Capture Stylistic Features?	6
The Emergence of Argument Structure in Artificial Languages	6
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond	6
The Parallelism Tradeoff: Limitations of Log-Precision Transformers	6
A Multi-Level Optimization Framework for End-to-End Text Augmentation	6
Chinese Idiom Paraphrasing	6
♫ MuSiQue: Multihop Questions via Single-hop Question Composition	6
mGPT: Few-Shot Learners Go Multilingual	5
Collective Human Opinions in Semantic Textual Similarity	5
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences	5
Meta-Learning a Cross-lingual Manifold for Semantic Parsing	5
Cultural Adaptation of Recipes	5
Compositional Generalization in Multilingual Semantic Parsing over Wikidata	5
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering	5
Robust Dialogue State Tracking with Weak Supervision and Sparse Data	5
A Comparative Approach for Auditing Multilingual Phonetic Transcript Archives	5
Lost in the Middle: How Language Models Use Long Contexts	4
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR	4
Comparing Humans and Large Language Models on an Experimental Protocol Inventory for Theory of Mind Evaluation (EPITOME)	4
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference	4
How Much Semantic Information is Available in Large Language Model Tokens?	4
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization	4
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions	4
KoBBQ: Korean Bias Benchmark for Question Answering	4
Document Summarization with Latent Queries	4
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery	4
Shared Lexical Items as Triggers of Code Switching	4
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation	4
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue	3
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing	3
Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?	3
Sentence Similarity Based on Contexts	3
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space	3
Saturated Transformers are Constant-Depth Threshold Circuits	3
Naturalistic Causal Probing for Morpho-Syntax	3
Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading Comprehension	3
Decision-Oriented Dialogue for Human-AI Collaboration	3
Heterogeneous Supervised Topic Models	3
Investigating Reasons for Disagreement in Natural Language Inference	3
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing	3
Relational Memory-Augmented Language Models	3
FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation	2
A Survey on Cross-Lingual Summarization	2

ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models	2
Holmes ⌕ A Benchmark to Assess the Linguistic Competence of Language Models	2
Multi-task Active Learning for Pre-trained Transformer-based Models	2
Diverse AI Feedback For Large Language Model Alignment	2
Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation	2
A Closer Look at Classification Evaluation Metrics and a Critical Reflection of Common Evaluation Practice	2
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?	2
Calibrated Interpretation: Confidence Estimation in Semantic Parsing	2
Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies	2
Word Acquisition in Neural Language Models	2
PASTA: A Dataset for Modeling PArticipant STAtes in Narratives	2
TabVer: Tabular Fact Verification with Natural Logic	2
Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions?	2
Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights	2
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions	2
FINCH: Prompt-guided Key-Value Cache Compression for Large Language Models	2
Retrieval-style In-context Learning for Few-shot Hierarchical Text Classification	2
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations	2
Discontinuous Combinatory Constituency Parsing	2
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews	2
Fact Checking with Insufficient Evidence	2
Do LLMs Exhibit Human-like Response Biases? A Case Study in Survey Design	2
Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference	2
An Efficient Self-Supervised Cross-View Training For Sentence Embedding	2
What Do Self-Supervised Speech Models Know About Words?	2
Rank-Aware Negative Training for Semi-Supervised Text Classification	2
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design	2
Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations	2
A Survey on Model Compression for Large Language Models	2
On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method	2
Reasoning over Public and Private Data in Retrieval-Based Systems	2
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions	2
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval	2
Temporal Effects on Pre-trained Models for Language Processing Tasks	2
How Often Are Errors in Natural Language Reasoning Due to Paraphrastic Variability?	2
Transformers as Transducers	2
Hate Speech Classifiers Learn Normative Social Stereotypes	2
General then Personal: Decoupling and Pre-training for Personalized Headline Generation	2
MACSum: Controllable Summarization with Mixed Attributes	2
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models	2