OOIR: Observatory of International Research

Papers

(The H4-Index of Transactions of the Association for Computational Linguistics is 25. 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 2021-05-01 to 2025-05-01.)

Article	Citations
The Ethics of Automating Legal Actors	189
Cross-functional Analysis of Generalization in Behavioral Learning	164
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models	111
Segmentation-Free Streaming Machine Translation	90
Transformers for Tabular Data Representation: A Survey of Models and Applications	86
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection	81
State of What Art? A Call for Multi-Prompt LLM Evaluation	77
A Survey of Text Games for Reinforcement Learning Informed by Natural Language	69
Erasure of Unaligned Attributes from Neural Representations	67
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval	63
Revisiting Meta-evaluation for Grammatical Error Correction	62
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates	54
The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation	45
A Survey on Automated Fact-Checking	40
Benchmarking the Generation of Fact Checking Explanations	39
Time-Aware Language Models as Temporal Knowledge Bases	39
Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression	35
DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection	34
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing	32
Learning English with Peppa Pig	31
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval	31
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations	28
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing	28
Do Multi-Document Summarization Models Synthesize?	27
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces	25

Context-Aware Machine Translation with Source Coreference Explanation