OOIR: Observatory of International Research

Papers

(The H4-Index of Transactions of the Association for Computational Linguistics is 32. 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 2021-11-01 to 2025-11-01.)

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