Transactions of the Association for Computational Linguistics

Article	Citations
The Ethics of Automating Legal Actors	341
Cross-functional Analysis of Generalization in Behavioral Learning	206
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models	165
Segmentation-Free Streaming Machine Translation	149
State of What Art? A Call for Multi-Prompt LLM Evaluation	141
Transformers for Tabular Data Representation: A Survey of Models and Applications	118
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection	88
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates	85
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	79
Erasure of Unaligned Attributes from Neural Representations	78
Revisiting Meta-evaluation for Grammatical Error Correction	73
A Survey of Text Games for Reinforcement Learning Informed by Natural Language	71
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation	66
A Survey on Automated Fact-Checking	54
DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection	51
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing	50
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations	49
Do Multi-Document Summarization Models Synthesize?	47
Learning English with Peppa Pig	46
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval	44
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing	43
Context-Aware Machine Translation with Source Coreference Explanation	43
mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems	42
Benchmarking the Generation of Fact Checking Explanations	38
Time-Aware Language Models as Temporal Knowledge Bases	37

Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression	35
Compositional Evaluation on Japanese Textual Entailment and Similarity	33
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces	33
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation	31
Scientia Potentia Est—On the Role of Knowledge in Computational Argumentation	30
Few-Shot Multilingual Open-Domain QA from Five Examples	29
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art	28
To Diverge or Not to Diverge: A Morphosyntactic Perspective on Machine Translation vs Human Translation	28
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets	28
Morphology Without Borders: Clause-Level Morphology	26
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off	25
ProoFVer: Natural Logic Theorem Proving for Fact Verification	25
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation	25
Conformal Prediction for Natural Language Processing: A Survey	25
Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition	24
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models	24
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains	23
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale	23
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation	21
Questions Are All You Need to Train a Dense Passage Retriever	21
True Few-Shot Learning with Prompts—A Real-World Perspective	20
Template-based Abstractive Microblog Opinion Summarization	20
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis	19
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks	19
Prompt Contrastive Transformation: An Enhanced Strategy for Efficient Prompt Transfer in Natural Language Processing	18
Navigating the Landscape of Hint Generation Research: From the Past to the Future	18
Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering	18
Canine: Pre-training an Efficient Tokenization-Free Encoder for Language Representation	18
InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions	17
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models	15
Interactive Machine Teaching by Labeling Rules and Instances	14
Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation	14
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models	14
OpenFact: Factuality Enhanced Open Knowledge Extraction	14
Efficient Long-Text Understanding with Short-Text Models	14
Addressing the Binning Problem in Calibration Assessment through Scalar Annotations	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
Sense-specific Historical Word Usage Generation	13
MENLI: Robust Evaluation Metrics from Natural Language Inference	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
Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations	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
Explainable Abuse Detection as Intent Classification and Slot Filling	11
Modeling Emotion Dynamics in Song Lyrics with State Space Models	11
How “Real” is Your Real-Time Simultaneous Speech-to-Text Translation System?	10
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark	10

TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion	10
Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation	10
TANQ: An Open Domain Dataset of Table Answered Questions	10
Investigating Critical Period Effects in Language Acquisition through Neural Language Models	10
NLP Security and Ethics, in the Wild	10
Time-and-Space-Efficient Weighted Deduction	10
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation	9
xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection	9
Self-Rationalization in the Wild: A Large-scale Out-of-Distribution Evaluation on NLI-related tasks	9
Data-driven Parsing Evaluation for Child-Parent Interactions	9
Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding	9
PaniniQA: Enhancing Patient Education Through Interactive Question Answering	9
Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization	9
Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models	9
Data-to-text Generation with Variational Sequential Planning	9
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation	8
Large Language Models Enable Few-Shot Clustering	8
Decomposing and Recomposing Event Structure	8
FeTaQA: Free-form Table Question Answering	8
Evaluating Transformer Models and Human Behaviors on Chinese Character Naming	8
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision	8
Sub-Character Tokenization for Chinese Pretrained Language Models	8
Benchmarking Large Language Models for News Summarization	8
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement	8
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages	8
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference	8
A Cross-Linguistic Pressure for Uniform Information Density in Word Order	8
End-to-end Argument Mining with Cross-corpora Multi-task Learning	8
Visual Spatial Reasoning	8
Know Your Limits: A Survey of Abstention in Large Language Models	8
Direct Speech Translation for Automatic Subtitling	8
QAmeleon: Multilingual QA with Only 5 Examples	8
Abstractive Meeting Summarization: A Survey	7
Expectations over Unspoken Alternatives Predict Pragmatic Inferences	7
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation	7
Hallucinations in Large Multilingual Translation Models	7
Scope Ambiguities in Large Language Models	7
Visually Grounded Speech Models Have a Mutual Exclusivity Bias	7
CreoleVal: Multilingual Multitask Benchmarks for Creoles	7
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure	7
Conformalizing Machine Translation Evaluation	7
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond	6
Chinese Idiom Paraphrasing	6
♫ MuSiQue: Multihop Questions via Single-hop Question Composition	6
The Parallelism Tradeoff: Limitations of Log-Precision Transformers	6
Can Authorship Representation Learning Capture Stylistic Features?	6
Document Summarization with Latent Queries	5
The Emergence of Argument Structure in Artificial Languages	5
Compositional Generalization in Multilingual Semantic Parsing over Wikidata	5
Cultural Adaptation of Recipes	5
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering	5
mGPT: Few-Shot Learners Go Multilingual	5
A Multi-Level Optimization Framework for End-to-End Text Augmentation	5
Collective Human Opinions in Semantic Textual Similarity	5
How Much Semantic Information is Available in Large Language Model Tokens?	5
Meta-Learning a Cross-lingual Manifold for Semantic Parsing	5
A Comparative Approach for Auditing Multilingual Phonetic Transcript Archives	5
Robust Dialogue State Tracking with Weak Supervision and Sparse Data	5
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences	5
Lost in the Middle: How Language Models Use Long Contexts	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
Investigating Reasons for Disagreement in Natural Language Inference	4
STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution	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
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference	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
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation	4
Saturated Transformers are Constant-Depth Threshold Circuits	4
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing	4
Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies	3
Sentence Similarity Based on Contexts	3
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?	3
Naturalistic Causal Probing for Morpho-Syntax	3
Decision-Oriented Dialogue for Human-AI Collaboration	3
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval	3
Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading Comprehension	3

Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing	3
Relational Memory-Augmented Language Models	3
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions	3
Heterogeneous Supervised Topic Models	3
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space	3
Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?	3