Transactions of the Association for Computational Linguistics

Article	Citations
QAmeleon: Multilingual QA with Only 5 Examples	158
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models	150
Neuron-level Interpretation of Deep NLP Models: A Survey	96
CreoleVal: Multilingual Multitask Benchmarks for Creoles	81
Segmentation-Free Streaming Machine Translation	80
A Neighborhood Framework for Resource-Lean Content Flagging	74
On Graph-based Reentrancy-free Semantic Parsing	72
Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations	64
Evaluating Transformer Models and Human Behaviors on Chinese Character Naming	60
Cross-functional Analysis of Generalization in Behavioral Learning	59
Data-driven Model Generalizability in Crosslinguistic Low-resource Morphological Segmentation	55
A Cross-Linguistic Pressure for Uniform Information Density in Word Order	51
Hallucinations in Large Multilingual Translation Models	42
Multi-task Active Learning for Pre-trained Transformer-based Models	38
Direct Speech Translation for Automatic Subtitling	32
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations	30
OpenFact: Factuality Enhanced Open Knowledge Extraction	27
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews	26
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference	26
Reasoning over Public and Private Data in Retrieval-Based Systems	23
Deuce: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning	22
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning	22
Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers	22
The Ethics of Automating Legal Actors	21
Scope Ambiguities in Large Language Models	21

Efficient Long-Text Understanding with Short-Text Models	21
Filtered Corpus Training (FiCT) Shows that Language Models Can Generalize from Indirect Evidence	21
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection	17
How Often Are Errors in Natural Language Reasoning Due to Paraphrastic Variability?	17
Addressing Topic Leakage in Cross-Topic Evaluation for Authorship Verification	16
Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization	16
Geographic Adaptation of Pretrained Language Models	16
FINCH: Prompt-guided Key-Value Cache Compression for Large Language Models	16
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure	15
Interactive Machine Teaching by Labeling Rules and Instances	15
Transformers for Tabular Data Representation: A Survey of Models and Applications	14
A Survey on Model Compression for Large Language Models	14
ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models	14
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision	14
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?	13
A Survey on Cross-Lingual Summarization	13
Erasure of Unaligned Attributes from Neural Representations	13
State of What Art? A Call for Multi-Prompt LLM Evaluation	13
Abstractive Meeting Summarization: A Survey	13
Czech Grammar Error Correction with a Large and Diverse Corpus	13
Holmes ⌕ A Benchmark to Assess the Linguistic Competence of Language Models	11
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design	11
IndoCulture: Exploring Geographically Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces	10
An Efficient Self-Supervised Cross-View Training For Sentence Embedding	10
PASTA: A Dataset for Modeling PArticipant STAtes in Narratives	10
Minimum Description Length Recurrent Neural Networks	10
Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights	9
OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure	9
FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation	9
Improving Multitask Retrieval by Promoting Task Specialization	9
A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction	9
Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion	8
What Do Self-Supervised Speech Models Know About Words?	8
SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks	8
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs	8
Visually Grounded Speech Models Have a Mutual Exclusivity Bias	7
Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations	7
What Formal Languages Can Transformers Express? A Survey	7
Addressing the Binning Problem in Calibration Assessment through Scalar Annotations	7
Predicting Document Coverage for Relation Extraction	7
ConvoSense: Overcoming Monotonous Commonsense Inferences for Conversational AI	6
FeelingBlue: A Corpus for Understanding the Emotional Connotation of Color in Context	6
Rank-Aware Negative Training for Semi-Supervised Text Classification	6
Revisiting Meta-evaluation for Grammatical Error Correction	6
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	6
Word Acquisition in Neural Language Models	6
Supervised Gradual Machine Learning for Aspect-Term Sentiment Analysis	6
MACSum: Controllable Summarization with Mixed Attributes	6
The Parallelism Tradeoff: Limitations of Log-Precision Transformers	6
Can Authorship Representation Learning Capture Stylistic Features?	5

Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems	5
Conformalizing Machine Translation Evaluation	5
Expectations over Unspoken Alternatives Predict Pragmatic Inferences	5
How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN	5
ABNIRML: Analyzing the Behavior of Neural IR Models	5
Generative Spoken Dialogue Language Modeling	5
Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions?	5
A Survey of Text Games for Reinforcement Learning Informed by Natural Language	5
On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method	5
Chinese Idiom Paraphrasing	5
MENLI: Robust Evaluation Metrics from Natural Language Inference	5
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation	5
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models	5
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond	5
Efficient Methods for Natural Language Processing: A Survey	4
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation	4
Is My Model Using the Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning	4
Dependency Parsing with Backtracking using Deep Reinforcement Learning	4
On the Role of Negative Precedent in Legal Outcome Prediction	4
Generate, Annotate, and Learn: NLP with Synthetic Text	4
On Decoding Strategies for Neural Text Generators	4
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates	4
High Quality Rather than High Model Probability: Minimum Bayes Risk Decoding with Neural Metrics	4
Collective Human Opinions in Semantic Textual Similarity	4
♫ MuSiQue: Multihop Questions via Single-hop Question Composition	4
A Survey on Automated Fact-Checking	4
The Emergence of Argument Structure in Artificial Languages	4
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences	4
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval	3
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing	3
Explainable Abuse Detection as Intent Classification and Slot Filling	3
Learning Fair Representations via Rate-Distortion Maximization	3
A Multi-Level Optimization Framework for End-to-End Text Augmentation	3
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations	3
Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference	3
Learning English with Peppa Pig	3
Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity	3
Fact Checking with Insufficient Evidence	2
Learning to Paraphrase Sentences to Different Complexity Levels	2
Context-Aware Machine Translation with Source Coreference Explanation	2
Coreference Resolution through a seq2seq Transition-Based System	2
Modeling Emotion Dynamics in Song Lyrics with State Space Models	2
Testing the Predictions of Surprisal Theory in 11 Languages	2
On the Effect of Anticipation on Reading Times	2
MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages	2
Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs	2
Computational Complexity of Natural Morphology Revisited	2
U-CORE: A Unified Deep Cluster-wise Contrastive Framework for Open Relation Extraction	2
mGPT: Few-Shot Learners Go Multilingual	2
Compositional Generalization in Multilingual Semantic Parsing over Wikidata	2
Time-Aware Language Models as Temporal Knowledge Bases	2
Benchmarking the Generation of Fact Checking Explanations	2
General then Personal: Decoupling and Pre-training for Personalized Headline Generation	2
Beyond Boundaries: A Human-like Approach for Question Answering over Structured and Unstructured Information Sources	2
TabVer: Tabular Fact Verification with Natural Logic	2
Do Multi-Document Summarization Models Synthesize?	2
Temporal Effects on Pre-trained Models for Language Processing Tasks	2
Multilingual Coreference Resolution in Multiparty Dialogue	2
Robust Dialogue State Tracking with Weak Supervision and Sparse Data	2
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing	2
Predicting Human Translation Difficulty with Neural Machine Translation	2
Investigating Critical Period Effects in Language Acquisition through Neural Language Models	2
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression	2
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation	1
Unifying Structured Data as Graph for Data-to-Text Pre-Training	1
Text-based NP Enrichment	1
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap	1
Time-and-Space-Efficient Weighted Deduction	1
Semantics of Multiword Expressions in Transformer-Based Models: A Survey	1
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets	1
PaniniQA: Enhancing Patient Education Through Interactive Question Answering	1
Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems	1
Evaluating the Ripple Effects of Knowledge Editing in Language Models	1
Out-of-Domain Discourse Dependency Parsing via Bootstrapping: An Empirical Analysis on Its Effectiveness and Limitation	1
Exploring Continual Learning of Compositional Generalization in NLI	1
Meta-Learning a Cross-lingual Manifold for Semantic Parsing	1
Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training	1
To Diverge or Not to Diverge: A Morphosyntactic Perspective on Machine Translation vs Human Translation	1
Cultural Adaptation of Recipes	1
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering	1

SCL: Selective Contrastive Learning for Data-driven Zero-shot Relation Extraction	1
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR	1
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark	1
Retrieval-style In-context Learning for Few-shot Hierarchical Text Classification	1
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization	1
Multilingual Autoregressive Entity Linking	1
Scientia Potentia Est—On the Role of Knowledge in Computational Argumentation	1
Dolomites: Domain-Specific Long-Form Methodical Tasks	1
Do Vision and Language Models Share Concepts? A Vector Space Alignment Study	1
Document Summarization with Latent Queries	1
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions	1
Comparing Humans and Large Language Models on an Experimental Protocol Inventory for Theory of Mind Evaluation (EPITOME)	1
A Closer Look at Classification Evaluation Metrics and a Critical Reflection of Common Evaluation Practice	1
Discontinuous Combinatory Constituency Parsing	1
Transformers as Transducers	1
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching	1
Reducing Conversational Agents’ Overconfidence Through Linguistic Calibration	1
Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization	1
Calibrated Interpretation: Confidence Estimation in Semantic Parsing	1