most citedRobult: Leveraging Redundancy and Modality Specific Features for Robust Multimodal Learning

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cs.CL2026

Error-Supervised Synthetic Learner Writing for Automated Essay Scoring

Duy Anh Nguyen

Synthetic essays can help reduce dependence on human-written data in Automated Essay Scoring (AES). However, they often lack realistic errors, limiting their ability to represent a…

cs.CL2026

Does Continued Pretraining on a Learner Corpus Improve Automated Essay Scoring on English Proficiency Tests? Evidence from EFCAMDAT

Duy Anh Nguyen

Automated Essay Scoring (AES) for English proficiency assessment increasingly relies on pretrained transformer models, yet these models are typically trained on general-domain Engl…

cs.CL2026

PRISM: A Multi-Dimensional Benchmark for Evaluating LLM Peer Reviewers

Ngoc Phan Phuoc Loc, Toan Huynh La Viet, Thanh Tran Khanh +8

The rapid growth in submissions to machine learning venues has strained the scientific peer-review system and intensified interest in LLM-based automated peer reviewers. However, h…