Transactions of the Association for Computational Linguistics

Article	Citations
Persona-Aware Alignment Framework for Personalized Dialogue Generation	809
Overcoming Source Object Grounding for Semantic Image Editing	303
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models	287
Cross-functional Analysis of Generalization in Behavioral Learning	255
Segmentation-Free Streaming Machine Translation	143
The Ethics of Automating Legal Actors	111
M o N a C o : More Natural and Complex Question	101
DARE: Diverse Visual Question Answering with Robustness Evaluation	91
KEFT: Knowledge-Enhanced Fine-Tuning for Large Language Models in Domain-Specific Question Answering	90
State of What Art? A Call for Multi-Prompt LLM Evaluation	83
How to Select Datapoints for Efficient Human Evaluation of NLG Models?	81
Transformers for Tabular Data Representation: A Survey of Models and Applications	77
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection	74
Erasure of Unaligned Attributes from Neural Representations	68
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	65
Revisiting Meta-evaluation for Grammatical Error Correction	64
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates	62
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing	61
Context-Aware Machine Translation with Source Coreference Explanation	56
Benchmarking the Generation of Fact Checking Explanations	53
DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection	45
Investigating Adversarial Trigger Transfer in Large Language Models	45
Do Multi-Document Summarization Models Synthesize?	41
Frame Representation Hypothesis: Multi-Token LLM Interpretability and Concept-Guided Text Generation	39
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval	39

Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing	39
mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems	38
Accelerating Language Model Workflows with Prompt Choreography	35
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations	35
Few-Shot Multilingual Open-Domain QA from Five Examples	35
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation	30
Adversarial Defense without Adversarial Defense : Enhancing Language Model Robustness via Instance-level Principal Component Removal	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
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking	28
PsyMem: Fine-grained Psychological Alignment and Explicit Memory Control for Advanced Role-Playing LLMs	27
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?	25
Are Triggers Needed for Document-Level Event Extraction?	23
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation	23
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off	21
Questions Are All You Need to Train a Dense Passage Retriever	18
Conformal Prediction for Natural Language Processing: A Survey	18
Prompt Contrastive Transformation: An Enhanced Strategy for Efficient Prompt Transfer in Natural Language Processing	18
Aligned Probing: Relating Toxic Behavior and Model Internals	18
Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models	18
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis	18
An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation	18
CorefInst: Leveraging LLMs for Multilingual Coreference Resolution	17
Navigating the Landscape of Hint Generation Research: From the Past to the Future	17
InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions	16
Are Character-level Translations Worth the Wait? Comparing ByT5 and mT5 for Machine Translation	16
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation	16
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models	15
Retrieve What You Need: A Mutual Learning Framework for Open-domain Question Answering	15
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
Localizing Factual Inconsistencies in Attributable Text Generation	14
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models	14
A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction	13
Addressing the Binning Problem in Calibration Assessment through Scalar Annotations	13
BharatBBQ: A Multilingual Bias Benchmark for Question Answering in the Indian Context	12
Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems	12
Sense-specific Historical Word Usage Generation	12
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?	12
NLP Security and Ethics, in the Wild	12
Objectifying the Subjective: Cognitive Biases in Topic Interpretations	12
MENLI: Robust Evaluation Metrics from Natural Language Inference	12
Adding Chocolate to Mint : Mitigating Metric Interference in Machine Translation	11
Modeling Emotion Dynamics in Song Lyrics with State Space Models	11
Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs	11
Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation	11
TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion	10
How “Real” is Your Real-Time Simultaneous Speech-to-Text Translation System?	10
Investigating Critical Period Effects in Language Acquisition through Neural Language Models	9

MultiBLiMP 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs	9
Time-and-Space-Efficient Weighted Deduction	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
Towards More Realistic Extraction Attacks: An Adversarial Perspective	9
Data-driven Parsing Evaluation for Child-Parent Interactions	8
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation	8
xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection	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
Self-Rationalization in the Wild: A Large-scale Out-of-Distribution Evaluation on NLI-related tasks	8
Sub-Character Tokenization for Chinese Pretrained Language Models	8
Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models	8
PaniniQA: Enhancing Patient Education Through Interactive Question Answering	8
Step-by-Step Unmasking for Parameter-Efficient Fine-Tuning of Large Language Models	7
Know Your Limits: A Survey of Abstention in Large Language Models	7
The Causal Influence of Grammatical Gender on Distributional Semantics	7
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation	7
Visual Spatial Reasoning	7
Large Language Models Enable Few-Shot Clustering	7
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement	7
Evaluating Transformer Models and Human Behaviors on Chinese Character Naming	6
QAmeleon: Multilingual QA with Only 5 Examples	6
Scope Ambiguities in Large Language Models	6
Direct Speech Translation for Automatic Subtitling	6
Can Authorship Representation Learning Capture Stylistic Features?	6
QE4PE: Word-level Quality Estimation for Human Post-Editing	6
CreoleVal: Multilingual Multitask Benchmarks for Creoles	6
On the Effect of Instruction Tuning Loss on Generalization	6
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision	6
A Cross-Linguistic Pressure for Uniform Information Density in Word Order	6
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure	6
Abstractive Meeting Summarization: A Survey	6
Hallucinations in Large Multilingual Translation Models	6
Visually Grounded Speech Models Have a Mutual Exclusivity Bias	6
Collective Human Opinions in Semantic Textual Similarity	5
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering	5
Meta-Learning a Cross-lingual Manifold for Semantic Parsing	5
Conformalizing Machine Translation Evaluation	5
Can Large Language Models Generalize Analogy Solving Like Children Can?	5
Cultural Adaptation of Recipes	5
mGPT: Few-Shot Learners Go Multilingual	5
STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution	5
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization	5
The Parallelism Tradeoff: Limitations of Log-Precision Transformers	5
A Comparative Approach for Auditing Multilingual Phonetic Transcript Archives	5
Self-Consistency Falls Short! The Adverse Effects of Positional Bias on Long-Context Problems	5
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences	5
A Unifying Scheme for Extractive Content Selection Tasks	5
Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide	5
Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023	5
Chinese Idiom Paraphrasing	5
Expectations over Unspoken Alternatives Predict Pragmatic Inferences	5
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR	4
Lost in the Middle: How Language Models Use Long Contexts	4
RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns	4
Decision-Oriented Dialogue for Human-AI Collaboration	4
FoVer: First-Order Logic Verification for Natural Language Reasoning	4
KoBBQ: Korean Bias Benchmark for Question Answering	4
Shared Lexical Items as Triggers of Code Switching	4
Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends, and Metrics Analysis	4
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation	4
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery	4
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing	4
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions	4
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space	4
How Much Semantic Information is Available in Large Language Model Tokens?	4
Comparing Humans and Large Language Models on an Experimental Protocol Inventory for Theory of Mind Evaluation (EPITOME)	4
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions	4
MAKE: Memory-Associated Knowledge Editing	4
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing	4
Naturalistic Causal Probing for Morpho-Syntax	4
Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues	3
PiKGL: Leveraging Pruned Knowledge Graphs for Explainable Stance Detection	3
Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading Comprehension	3
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?	3
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations	3
A Survey on Model Compression for Large Language Models	3
What Can String Probability Tell Us About Grammaticality?	3
How Often Are Errors in Natural Language Reasoning Due to Paraphrastic Variability?	3

Can Authorship Attribution Models Distinguish Speakers in Speech Transcripts?	3
Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies	3
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews	3
PASTA: A Dataset for Modeling PArticipant STAtes in Narratives	3
FINCH: Prompt-guided Key-Value Cache Compression for Large Language Models	3
Reasoning over Public and Private Data in Retrieval-Based Systems	3
CRVQ: Channel-Relaxed Vector Quantization for Extreme Compression of LLMs	3
Hate Speech Classifiers Learn Normative Social Stereotypes	3
Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations	3
Do LLMs Exhibit Human-like Response Biases? A Case Study in Survey Design	3
An Efficient Self-Supervised Cross-View Training For Sentence Embedding	3