OOIR: Observatory of International Research

Papers

(The H4-Index of Transactions of the Association for Computational Linguistics is 22. 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 2021-04-01 to 2025-04-01.)

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
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference	26
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews	26
Reasoning over Public and Private Data in Retrieval-Based Systems	23
Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers	22
Deuce: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning	22
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning	22