Transactions of the Association for Computational Linguistics

Papers
(The H4-Index of Transactions of the Association for Computational Linguistics is 30. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
The Ethics of Automating Legal Actors341
Cross-functional Analysis of Generalization in Behavioral Learning206
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models165
Segmentation-Free Streaming Machine Translation149
State of What Art? A Call for Multi-Prompt LLM Evaluation141
Transformers for Tabular Data Representation: A Survey of Models and Applications118
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection88
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates85
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval79
Erasure of Unaligned Attributes from Neural Representations78
Revisiting Meta-evaluation for Grammatical Error Correction73
A Survey of Text Games for Reinforcement Learning Informed by Natural Language71
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation66
A Survey on Automated Fact-Checking54
DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection51
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing50
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations49
Do Multi-Document Summarization Models Synthesize?47
Learning English with Peppa Pig46
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval44
Context-Aware Machine Translation with Source Coreference Explanation43
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing43
mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems42
Benchmarking the Generation of Fact Checking Explanations38
Time-Aware Language Models as Temporal Knowledge Bases37
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression35
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces33
Compositional Evaluation on Japanese Textual Entailment and Similarity33
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation31
Scientia Potentia Est—On the Role of Knowledge in Computational Argumentation30
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