| 2026 | AAAI | Step-GRPO: Enhancing Reasoning Quality and Efficiency via Structured PRM-Based Reinforcement Learning. | Weijie Li, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2026 | ACL | DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis. | Lung-Hao Lee, Liang-Chih Yu, Natalia V. Loukachevitch, Ilseyar Alimova, Alexander Panchenko, Tzu-Mi Lin, Zhe-Yu Xu, Jian-Yu Zhou, Guangmin Zheng, Jin Wang, Sharanya Awasthi, Jonas Becker, Jan Philip Wahle, Terry Ruas, Shamsuddeen Hassan Muhammad, Saif M. Mohammad |
| 2025 | AAAI | Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective. | You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang |
| 2025 | COLING | Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks. | Weijie Li, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2024 | AAAI | Personalized LoRA for Human-Centered Text Understanding. | You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang |
| 2024 | ACL | Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis. | Guangmin Zheng, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2024 | COLING | SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training. | Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2024 | COLING | Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization. | You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang |
| 2023 | AAAI | Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues. | Ruijun Chen, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2023 | ACL | Domain Generalization via Switch Knowledge Distillation for Robust Review Representation. | You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang |
| 2022 | COLING | Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting. | Jun Kong, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2022 | COLING | Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression. | Xinge Ma, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2022 | IJCNLP | Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis. | Zhewen Yu, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2021 | ACL | MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers. | You Zhang, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2020 | IJCNLP | Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis. | Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang |
| 2019 | EMNLP | Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis. | Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang |
| 2017 | EMNLP | Refining Word Embeddings for Sentiment Analysis. | Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang |
| 2017 | ICCE | Chinese Grammatical Error Detection Using a CNN-LSTM Model. | Lung-Hao Lee, Bo-Lin Lin, Liang-Chih Yu, Yuen-Hsien Tseng |
| 2017 | IJCNLP | SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model. | Shuying Lin, Huosheng Xie, Liang-Chih Yu, K. Robert Lai |
| 2017 | IJCNLP | IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases. | Liang-Chih Yu, Lung-Hao Lee, Jin Wang, Kam-Fai Wong |
| 2016 | ACL | Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model. | Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang |
| 2016 | NAACL | Building Chinese Affective Resources in Valence-Arousal Dimensions. | Liang-Chih Yu, Lung-Hao Lee, Shuai Hao, Jin Wang, Yunchao He, Jun Hu, K. Robert Lai, Xuejie Zhang |
| 2015 | ACII | A locally weighted method to improve linear regression for lexical-based valence-arousal prediction. | Jin Wang, K. Robert Lai, Liang-Chih Yu, Xuejie Zhang |
| 2015 | ACL | Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method. | Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang |
| 2015 | ICCE | Who Will Pass? Analyzing Learner Behaviors in MOOCs. | Shu-Fen Tseng, Yen-Wei Tsao, Liang-Chih Yu, Chien-Lung Chan, K. Robert Lai |
| 2014 | COLING | A Sentence Judgment System for Grammatical Error Detection. | Lung-Hao Lee, Liang-Chih Yu, Kuei-Ching Lee, Yuen-Hsien Tseng, Li-Ping Chang, Hsin-Hsi Chen |
| 2014 | COLING | Identifying Emotion Labels from Psychiatric Social Texts Using Independent Component Analysis. | Liang-Chih Yu, Chun-Yuan Ho |
| 2014 | ICCE | A Tagging Editor for Learner Corpora Annotation and Error Analysis. | Lung-Hao Lee, Kuei-Ching Lee, Li-Ping Chang, Yuen-Hsien Tseng, Liang-Chih Yu, Hsin-Hsi Chen |
| 2014 | ICCE | Overview of Grammatical Error Diagnosis for Learning Chinese as a Foreign Language. | Liang-Chih Yu, Lung-Hao Lee, Li-Ping Chang |
| 2012 | COLING | Developing and Evaluating a Computer-Assisted Near-Synonym Learning System. | Liang-Chih Yu, Kai-Hsiang Hsu |
| 2012 | ICCE | Developing a Context-Supported Chinese Grammar Learning System in Mobile Environments. | Yuen-Hsien Tseng, Chi-Hao Huang, Liang-Chih Yu, Yu-Ju Lan |
| 2012 | ICCE | Combining Language and Speech Features to Predict Students' Emotions in E-Learning Environments. | Liang-Chih Yu, Shou-Fang Liang, Wei-Hua Lin |
| 2011 | ICCE | Analysis of Students' Emotion from a Text Corpus. | Liang-Chih Yu, Shou-Fang Liang, Wei-Hua Lin, K. Robert Lai, Baw-Jhiune Liu |
| 2011 | IJCNLP | A Baseline System for Chinese Near-Synonym Choice. | Liang-Chih Yu, Wei-Nan Chien, Shih-Ting Chen |
| 2010 | COLING | Discriminative Training for Near-Synonym Substitution. | Liang-Chih Yu, Hsiu-Min Shih, Yu-Ling Lai, Jui-Feng Yeh, Chung-Hsien Wu |
| 2009 | ACL | Mining Association Language Patterns for Negative Life Event Classification. | Liang-Chih Yu, Chien-Lung Chan, Chung-Hsien Wu, Chao-Cheng Lin |
| 2008 | COLING | OntoNotes: Corpus Cleanup of Mistaken Agreement Using Word Sense Disambiguation. | Liang-Chih Yu, Chung-Hsien Wu, Eduard H. Hovy |
| 2007 | ACL | Topic Analysis for Psychiatric Document Retrieval. | Liang-Chih Yu, Chung-Hsien Wu, Chin-Yew Lin, Eduard H. Hovy, Chia-Ling Lin |
| 2006 | ACL | HAL-Based Cascaded Model for Variable-Length Semantic Pattern Induction from Psychiatry Web Resources. | Liang-Chih Yu, Chung-Hsien Wu, Fong-Lin Jang |
| 2004 | COLING | Automated Alignment and Extraction of Bilingual Domain Ontology for Cross-Language Domain-Specific Applications. | Jui-Feng Yeh, Chung-Hsien Wu, Ming-Jun Chen, Liang-Chih Yu |