Transactions of the Association for Computational Linguistics

Article	Citations
The Ethics of Automating Legal Actors	420
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models	234
KEFT: Knowledge-Enhanced Fine-Tuning for Large Language Models in Domain-Specific Question Answering	188
DARE: Diverse Visual Question Answering with Robustness Evaluation	179
Cross-functional Analysis of Generalization in Behavioral Learning	163
Segmentation-Free Streaming Machine Translation	129
Transformers for Tabular Data Representation: A Survey of Models and Applications	95
Overcoming Source Object Grounding for Semantic Image Editing	94
State of What Art? A Call for Multi-Prompt LLM Evaluation	90
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection	88
Erasure of Unaligned Attributes from Neural Representations	78
Revisiting Meta-evaluation for Grammatical Error Correction	76
A Survey of Text Games for Reinforcement Learning Informed by Natural Language	74
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates	69
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation	65
A Survey on Automated Fact-Checking	62
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	59
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing	54
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing	53
Context-Aware Machine Translation with Source Coreference Explanation	52
mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems	52
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression	48
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval	48
Learning English with Peppa Pig	46
Benchmarking the Generation of Fact Checking Explanations	43

Do Multi-Document Summarization Models Synthesize?	43
Time-Aware Language Models as Temporal Knowledge Bases	39
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations	38
DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection	37
Frame Representation Hypothesis: Multi-Token LLM Interpretability and Concept-Guided Text Generation	36
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces	35
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation	34
Few-Shot Multilingual Open-Domain QA from Five Examples	32
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets	31
Compositional Evaluation on Japanese Textual Entailment and Similarity	30
To Diverge or Not to Diverge: A Morphosyntactic Perspective on Machine Translation vs Human Translation	29
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art	29
Adversarial Defense without Adversarial Defense : Enhancing Language Model Robustness via Instance-level Principal Component Removal	28
Scientia Potentia Est—On the Role of Knowledge in Computational Argumentation	28
Morphology Without Borders: Clause-Level Morphology	27
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models	26
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation	26
Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition	25
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale	24
Conformal Prediction for Natural Language Processing: A Survey	24
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains	23
ProoFVer: Natural Logic Theorem Proving for Fact Verification	22
Template-based Abstractive Microblog Opinion Summarization	22
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off	22
Questions Are All You Need to Train a Dense Passage Retriever	21
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?	21
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation	20
True Few-Shot Learning with Prompts—A Real-World Perspective	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	19
InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions	19
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models	17
Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering	17
Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation	16
Navigating the Landscape of Hint Generation Research: From the Past to the Future	15
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models	15
Canine: Pre-training an Efficient Tokenization-Free Encoder for Language Representation	15
Sense-specific Historical Word Usage Generation	14
OpenFact: Factuality Enhanced Open Knowledge Extraction	14
Efficient Long-Text Understanding with Short-Text Models	14
Interactive Machine Teaching by Labeling Rules and Instances	14
Neuron-level Interpretation of Deep NLP Models: A Survey	14
Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations	13
Addressing the Binning Problem in Calibration Assessment through Scalar Annotations	13
A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction	13
MENLI: Robust Evaluation Metrics from Natural Language Inference	13
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?	13
ABNIRML: Analyzing the Behavior of Neural IR Models	12
Explainable Abuse Detection as Intent Classification and Slot Filling	12

Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems	12
Learning Fair Representations via Rate-Distortion Maximization	11
NLP Security and Ethics, in the Wild	11
Investigating Critical Period Effects in Language Acquisition through Neural Language Models	11
Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation	11
Modeling Emotion Dynamics in Song Lyrics with State Space Models	11
How “Real” is Your Real-Time Simultaneous Speech-to-Text Translation System?	11
TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion	11
Time-and-Space-Efficient Weighted Deduction	11
Adding Chocolate to Mint : Mitigating Metric Interference in Machine Translation	11
Is My Model Using the Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning	11
Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization	10
Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding	10
TANQ: An Open Domain Dataset of Table Answered Questions	10
Data-driven Parsing Evaluation for Child-Parent Interactions	10
PaniniQA: Enhancing Patient Education Through Interactive Question Answering	10
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark	10
Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models	10
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation	10
Self-Rationalization in the Wild: A Large-scale Out-of-Distribution Evaluation on NLI-related tasks	10
Large Language Models Enable Few-Shot Clustering	10
xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection	9
FeTaQA: Free-form Table Question Answering	9
Data-to-text Generation with Variational Sequential Planning	9
Sub-Character Tokenization for Chinese Pretrained Language Models	9
Visual Spatial Reasoning	9
Benchmarking Large Language Models for News Summarization	9
End-to-end Argument Mining with Cross-corpora Multi-task Learning	9
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement	8
Know Your Limits: A Survey of Abstention in Large Language Models	8
Abstractive Meeting Summarization: A Survey	8
Direct Speech Translation for Automatic Subtitling	8
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation	8
CreoleVal: Multilingual Multitask Benchmarks for Creoles	8
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference	8
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure	8
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages	8
Evaluating Transformer Models and Human Behaviors on Chinese Character Naming	8
Decomposing and Recomposing Event Structure	8
QAmeleon: Multilingual QA with Only 5 Examples	8
Can Authorship Representation Learning Capture Stylistic Features?	7
Hallucinations in Large Multilingual Translation Models	7
Scope Ambiguities in Large Language Models	7
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation	7
QE4PE: Word-level Quality Estimation for Human Post-Editing	7
A Cross-Linguistic Pressure for Uniform Information Density in Word Order	7
On the Effect of Instruction Tuning Loss on Generalization	7
Visually Grounded Speech Models Have a Mutual Exclusivity Bias	7
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision	7
Conformalizing Machine Translation Evaluation	6
Expectations over Unspoken Alternatives Predict Pragmatic Inferences	6
The Parallelism Tradeoff: Limitations of Log-Precision Transformers	6
Chinese Idiom Paraphrasing	6
A Multi-Level Optimization Framework for End-to-End Text Augmentation	6
♫ MuSiQue: Multihop Questions via Single-hop Question Composition	6
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond	6
The Emergence of Argument Structure in Artificial Languages	6
A Comparative Approach for Auditing Multilingual Phonetic Transcript Archives	5
mGPT: Few-Shot Learners Go Multilingual	5
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences	5
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization	5
Document Summarization with Latent Queries	5
Collective Human Opinions in Semantic Textual Similarity	5
Robust Dialogue State Tracking with Weak Supervision and Sparse Data	5
How Much Semantic Information is Available in Large Language Model Tokens?	5
Comparing Humans and Large Language Models on an Experimental Protocol Inventory for Theory of Mind Evaluation (EPITOME)	5
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering	5
Cultural Adaptation of Recipes	5
Compositional Generalization in Multilingual Semantic Parsing over Wikidata	5
STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution	5
Meta-Learning a Cross-lingual Manifold for Semantic Parsing	5
KoBBQ: Korean Bias Benchmark for Question Answering	4
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing	4
Do LLMs Exhibit Human-like Response Biases? A Case Study in Survey Design	4
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR	4
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery	4
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions	4
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval	4
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing	4
Lost in the Middle: How Language Models Use Long Contexts	4

Shared Lexical Items as Triggers of Code Switching	4
Investigating Reasons for Disagreement in Natural Language Inference	4
Sentence Similarity Based on Contexts	4
Saturated Transformers are Constant-Depth Threshold Circuits	4
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference	4
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation	4
Decision-Oriented Dialogue for Human-AI Collaboration	3
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions	3
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue	3
Heterogeneous Supervised Topic Models	3
Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation	3
Reasoning over Public and Private Data in Retrieval-Based Systems	3
How Often Are Errors in Natural Language Reasoning Due to Paraphrastic Variability?	3
Relational Memory-Augmented Language Models	3
Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?	3
Naturalistic Causal Probing for Morpho-Syntax	3
FoVer: First-Order Logic Verification for Natural Language Reasoning	3
FINCH: Prompt-guided Key-Value Cache Compression for Large Language Models	3
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews	3
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations	3
Hate Speech Classifiers Learn Normative Social Stereotypes	3
Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading Comprehension	3
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space	3
Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies	3
Multi-task Active Learning for Pre-trained Transformer-based Models	3
Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations	3
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?	3