Transactions of the Association for Computational Linguistics

Article	Citations
Persona-Aware Alignment Framework for Personalized Dialogue Generation	1127
Overcoming Source Object Grounding for Semantic Image Editing	355
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models	330
Segmentation-Free Streaming Machine Translation	293
The Ethics of Automating Legal Actors	191
M o N a C o : More Natural and Complex Question	130
How to Select Datapoints for Efficient Human Evaluation of NLG Models?	123
KEFT: Knowledge-Enhanced Fine-Tuning for Large Language Models in Domain-Specific Question Answering	100
DARE: Diverse Visual Question Answering with Robustness Evaluation	98
Cross-functional Analysis of Generalization in Behavioral Learning	92
Anthropomimetic Uncertainty: What Verbalized Uncertainty in Language Models is Missing	87
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection	85
Data Foundations of Long-Context Language Models: A Survey	83
Transformers for Tabular Data Representation: A Survey of Models and Applications	80
State of What Art? A Call for Multi-Prompt LLM Evaluation	78
Erasure of Unaligned Attributes from Neural Representations	75
Safety-Potential Pruning for Enhancing Safety Prompts Against VLM Jailbreaking Without Retraining	74
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	71
KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?	65
Citation Failure: Definition, Analysis and Efficient Mitigation	62
Revisiting Meta-evaluation for Grammatical Error Correction	58
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates	58
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing	54
Do Multi-Document Summarization Models Synthesize?	53
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing	52

Investigating Adversarial Trigger Transfer in Large Language Models	51
Context-Aware Machine Translation with Source Coreference Explanation	43
Benchmarking the Generation of Fact Checking Explanations	42
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations	38
Frame Representation Hypothesis: Multi-Token LLM Interpretability and Concept-Guided Text Generation	38
Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators	35
Literally Concrete or Figuratively Abstract? Multilingual Concreteness Norms for Verb-Object Expressions	35
DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection	33
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval	32
mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems	31
Few-Shot Multilingual Open-Domain QA from Five Examples	30
Adversarial Defense without Adversarial Defense : Enhancing Language Model Robustness via Instance-level Principal Component Removal	29
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation	28
Accelerating Language Model Workflows with Prompt Choreography	27
PsyMem: Fine-grained Psychological Alignment and Explicit Memory Control for Advanced Role-Playing LLMs	26
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking	25
Questions Are All You Need to Train a Dense Passage Retriever	23
To Diverge or Not to Diverge: A Morphosyntactic Perspective on Machine Translation vs Human Translation	23
Are Triggers Needed for Document-Level Event Extraction?	23
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art	23
Aligned Probing: Relating Toxic Behavior and Model Internals	22
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation	22
A Systematic Assessment of Language Models with Linguistic Minimal Pairs in Chinese	21
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models	21
In-N-Out: A Parameter-Level API Graph Dataset for Tool Agents	20
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?	19
CUS-QA: Local-Knowledge-Oriented Open-Ended Question Answering Dataset	19
From Explicit to Implicit: A Theoretical Framework and Transfer Method for Preference Internalization in Language Models	19
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off	18
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation	18
CorefInst: Leveraging LLMs for Multilingual Coreference Resolution	17
Prompt Contrastive Transformation: An Enhanced Strategy for Efficient Prompt Transfer in Natural Language Processing	17
Conformal Prediction for Natural Language Processing: A Survey	17
Beyond One-Size-Fits-All : Inversion Learning for Highly Effective NLG Evaluation Prompts	16
Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation	16
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models	16
Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering	16
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis	15
OrthoEdit: Principled and Stable Knowledge Editing via Orthogonal Subspace Projection	15
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation	15
Navigating the Landscape of Hint Generation Research: From the Past to the Future	14
InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions	14
Localizing Factual Inconsistencies in Attributable Text Generation	13
OpenFact: Factuality Enhanced Open Knowledge Extraction	13
Interactive Machine Teaching by Labeling Rules and Instances	13
BharatBBQ: A Multilingual Bias Benchmark for Question Answering in the Indian Context	12
Sense-specific Historical Word Usage Generation	12
Efficient Long-Text Understanding with Short-Text Models	12
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?	12
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models	12

Objectifying the Subjective: Cognitive Biases in Topic Interpretations	12
Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems	12
A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction	12
Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs	10
Modeling Emotion Dynamics in Song Lyrics with State Space Models	10
Addressing the Binning Problem in Calibration Assessment through Scalar Annotations	10
TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion	10
NLP Security and Ethics, in the Wild	10
Adding Chocolate to Mint : Mitigating Metric Interference in Machine Translation	10
Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation	10
MENLI: Robust Evaluation Metrics from Natural Language Inference	10
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation	9
Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization	9
TANQ: An Open Domain Dataset of Table Answered Questions	9
Self-Rationalization in the Wild: A Large-scale Out-of-Distribution Evaluation on NLI-related tasks	9
MultiBLiMP 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs	9
PaniniQA: Enhancing Patient Education Through Interactive Question Answering	9
Investigating Critical Period Effects in Language Acquisition through Neural Language Models	9
Time-and-Space-Efficient Weighted Deduction	9
How “Real” is Your Real-Time Simultaneous Speech-to-Text Translation System?	9
Towards More Realistic Extraction Attacks: An Adversarial Perspective	9
xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection	8
Visual Spatial Reasoning	8
Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models	8
Dissecting GraphRAG: A Modular Analysis of Knowledge Structuring for Factoid Question Answering	8
Sub-Character Tokenization for Chinese Pretrained Language Models	8
Large Language Models Enable Few-Shot Clustering	8
Erratum: Language Models Can Resolve Reference Compositionally, But It’s Not Their Native Strength: The Case of the Personal Relation Task	8
Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding	8
Data-driven Parsing Evaluation for Child-Parent Interactions	8
Benchmarking Large Language Models for News Summarization	7
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement	7
QAmeleon: Multilingual QA with Only 5 Examples	7
Evaluating Transformer Models and Human Behaviors on Chinese Character Naming	7
The Causal Influence of Grammatical Gender on Distributional Semantics	7
Know Your Limits: A Survey of Abstention in Large Language Models	7
A Cross-Linguistic Pressure for Uniform Information Density in Word Order	7
Step-by-Step Unmasking for Parameter-Efficient Fine-Tuning of Large Language Models	7
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation	7
On the Effect of Instruction Tuning Loss on Generalization	7
Direct Speech Translation for Automatic Subtitling	7
Expectations over Unspoken Alternatives Predict Pragmatic Inferences	6
Conformalizing Machine Translation Evaluation	6
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure	6
CROC: Evaluating and Training T2I Metrics with Pseudo- and Human-Labeled Contrastive Robustness Checks	6
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision	6
Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023	6
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences	6
A Comparative Approach for Auditing Multilingual Phonetic Transcript Archives	6
Can Large Language Models Generalize Analogy Solving Like Children Can?	6
CreoleVal: Multilingual Multitask Benchmarks for Creoles	6
Hallucinations in Large Multilingual Translation Models	6
Scope Ambiguities in Large Language Models	6
Can Authorship Representation Learning Capture Stylistic Features?	6
Chinese Idiom Paraphrasing	6
Bridging Auxiliary Constraints to Resolve Instruction Following in Large Reasoning Models	6
QE4PE: Word-level Quality Estimation for Human Post-Editing	6
Goal Alignment in LLM-Based User Simulators for Conversational AI	6
Abstractive Meeting Summarization: A Survey	6
Visually Grounded Speech Models Have a Mutual Exclusivity Bias	6
The Parallelism Tradeoff: Limitations of Log-Precision Transformers	6
Collective Human Opinions in Semantic Textual Similarity	5
mGPT: Few-Shot Learners Go Multilingual	5
STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution	5
Self-Consistency Falls Short! The Adverse Effects of Positional Bias on Long-Context Problems	5
Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide	5
Meta-Learning a Cross-lingual Manifold for Semantic Parsing	5
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering	5
Cultural Adaptation of Recipes	5
Preferences for Idiomatic Language are Acquired Slowly — and Forgotten Quickly: A Case Study on Swedish	5
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR	5
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation	4
Naturalistic Causal Probing for Morpho-Syntax	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
No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding	4
Lost in the Middle: How Language Models Use Long Contexts	4
How Much Semantic Information is Available in Large Language Model Tokens?	4
Cross-layer Attention Sharing for Pre-trained Large Language Models	4
Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?	4

A Unifying Scheme for Extractive Content Selection Tasks	4
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization	4
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions	4
MAKE: Memory-Associated Knowledge Editing	4
KoBBQ: Korean Bias Benchmark for Question Answering	4
FoVer: First-Order Logic Verification for Natural Language Reasoning	4
Comparing Humans and Large Language Models on an Experimental Protocol Inventory for Theory of Mind Evaluation (EPITOME)	4
Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends, and Metrics Analysis	4
RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns	4
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions	3
Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies	3
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space	3
Decision-Oriented Dialogue for Human-AI Collaboration	3
Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations	3
An Efficient Self-Supervised Cross-View Training For Sentence Embedding	3
Reasoning over Public and Private Data in Retrieval-Based Systems	3
Fodor and Pylyshyn’s Systematicity Challenge Still Stands	3
Do LLMs Exhibit Human-like Response Biases? A Case Study in Survey Design	3
Hate Speech Classifiers Learn Normative Social Stereotypes	3
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing	3
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing	3
Automated Essay Scoring and Language Certification: Assessing Generalizability, Agreement and Validity for French	3
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews	3
PiKGL: Leveraging Pruned Knowledge Graphs for Explainable Stance Detection	3
PASTA: A Dataset for Modeling PArticipant STAtes in Narratives	3
How Often Are Errors in Natural Language Reasoning Due to Paraphrastic Variability?	3
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations	3
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?	3
Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading Comprehension	3
CRVQ: Channel-Relaxed Vector Quantization for Extreme Compression of LLMs	3
Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues	3
A Survey on Model Compression for Large Language Models	3
Learning Speech Representations with Variational Predictive Coding	3
FINCH: Prompt-guided Key-Value Cache Compression for Large Language Models	3