Panitan Muangkammuen

4 papers · 2020–2023 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AACL (1) COLING (1) EMNLP (1) IJCNLP (1)

Top co-authors

Fumiyo Fukumoto (4) Jiyi Li (3) Yoshimi Suzuki (2) Sheng Xu (1) Kanda Runapongsa Saikaew (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Applications (2) Learning Types (2) Deep Learning (1) Interdisciplinary (1) Application Areas (1) Architectures (1) Core Methods (1) Social (1) Understanding (1)

Keywords

semi-supervised learning (1) multi-task learning (1) sentiment analysis (1) transformer fine-tuning (1) automated essay scoring (1) contextual feature (1) hierarchical neural network (1) quadratic weighted kappa (1) ladder network (1) text scoring (1) local coherence (1) peer-review prediction (1) coherence analysis (1) peer-review score prediction (1) text clarity (1)

Papers

Intermediate-Task Transfer Learning for Peer Review Score Prediction IJCNLP 2023 Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction EMNLP 2022 A Neural Local Coherence Analysis Model for Clarity Text Scoring COLING 2020 Multi-task Learning for Automated Essay Scoring with Sentiment Analysis AACL 2020