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Panitan Muangkammuen

2 accepted papers

2022

Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction

EMNLP 2022finding

Automatic Peer-review Aspect Score Prediction (PASP) of academic papers can be a helpful assistant tool for both reviewers and authors. Most existing works on PASP utilize supervised learning techniques. However, the limited number of peer-review data deteriorates the performance of PASP. This paper…

2020

A Neural Local Coherence Analysis Model for Clarity Text Scoring

COLING 2020main

Local coherence relation between two phrases/sentences such as cause-effect and contrast gives a strong influence of whether a text is well-structured or not. This paper follows the assumption and presents a method for scoring text clarity by utilizing local coherence between adjacent sentences. We…