OOIR: Observatory of International Research

Papers

(The H4-Index of Transactions of the Association for Computational Linguistics is 29. 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 2021-08-01 to 2025-08-01.)

Article	Citations
The Ethics of Automating Legal Actors	309
Cross-functional Analysis of Generalization in Behavioral Learning	197
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models	147
Segmentation-Free Streaming Machine Translation	136
Transformers for Tabular Data Representation: A Survey of Models and Applications	130
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection	100
State of What Art? A Call for Multi-Prompt LLM Evaluation	84
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates	82
Erasure of Unaligned Attributes from Neural Representations	78
Revisiting Meta-evaluation for Grammatical Error Correction	74
A Survey of Text Games for Reinforcement Learning Informed by Natural Language	72
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation	67
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	64
A Survey on Automated Fact-Checking	47
DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection	46
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression	45
Time-Aware Language Models as Temporal Knowledge Bases	42
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing	41
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations	40
Do Multi-Document Summarization Models Synthesize?	40
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval	39
Learning English with Peppa Pig	39
Context-Aware Machine Translation with Source Coreference Explanation	39
Benchmarking the Generation of Fact Checking Explanations	37
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing	33

To Diverge or Not to Diverge: A Morphosyntactic Perspective on Machine Translation vs Human Translation	33
Compositional Evaluation on Japanese Textual Entailment and Similarity	32
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces	31
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation	29