← Authors

Liang-Chih Yu

39 papers · 2004–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (9) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (55) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (21) 🌈 Renaissance Researcher (7) 🀝 Dynamic Duo (23) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (38) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (106) ⚑ Prolific Year (5)

Conferences

COLING (12) ACL (9) IJCNLP (8) AAAI (4) AACL (2) EMNLP (2) NAACL (1) SEMEVAL (1)

Top co-authors

Jin Wang (24) Xuejie Zhang (21) K. Robert Lai (9) Chung-Hsien Wu (8) You Zhang (6) Dan Xu (4) Lung-Hao Lee (4) Eduard Hovy (2) Weijie Li (2) Fong-Lin Jang (2)

Keywords

sentiment analysis (7) sentiment classification (4) pretrained language model (3) knowledge distillation (3) dimensional sentiment (2) cross-modal alignment (2) affective computing (2) word embedding (2) sentiment polarity (2) sentence representation (2) capsule network (2) dimensional sentiment analysis (2) parameter-efficient fine-tuning (2) model compression (2) dynamic routing (2) aspect-based sentiment analysis (2) mathematical reasoning (1) domain generalization (1) embedding learning (1) uncertainty quantification (1)

Papers

Step-GRPO: Enhancing Reasoning Quality and Efficiency via Structured PRM-Based Reinforcement Learning AAAI 2026
Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective AAAI 2025
Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025
Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization COLING 2024
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis ACL 2024
Overview of the SIGHAN 2024 shared task for Chinese dimensional aspect-based sentiment analysis ACL 2024
Personalized LoRA for Human-Centered Text Understanding AAAI 2024
SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training COLING 2024
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues AAAI 2023
Domain Generalization via Switch Knowledge Distillation for Robust Review Representation ACL 2023
Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression COLING 2022
Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis IJCNLP 2022
Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis AACL 2022
Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022
MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers IJCNLP 2021
MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers ACL 2021
Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis AACL 2020
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis EMNLP 2019
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis IJCNLP 2019
IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases IJCNLP 2017
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model IJCNLP 2017
Refining Word Embeddings for Sentiment Analysis EMNLP 2017
Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model ACL 2016
Building Chinese Affective Resources in Valence-Arousal Dimensions NAACL 2016
YZU-NLP Team at SemEval-2016 Task 4: Ordinal Sentiment Classification Using a Recurrent Convolutional Network SEMEVAL 2016
Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method IJCNLP 2015
Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method ACL 2015
Identifying Emotion Labels from Psychiatric Social Texts Using Independent Component Analysis COLING 2014
A Sentence Judgment System for Grammatical Error Detection COLING 2014
Developing and Evaluating a Computer-Assisted Near-Synonym Learning System COLING 2012
A Baseline System for Chinese Near-Synonym Choice IJCNLP 2011
Discriminative Training for Near-Synonym Substitution COLING 2010
Mining Association Language Patterns for Negative Life Event Classification ACL 2009
Mining Association Language Patterns for Negative Life Event Classification IJCNLP 2009
OntoNotes: Corpus Cleanup of Mistaken Agreement Using Word Sense Disambiguation COLING 2008
Topic Analysis for Psychiatric Document Retrieval ACL 2007
HAL-Based Cascaded Model for Variable-Length Semantic Pattern Induction from Psychiatry Web Resources COLING 2006
HAL-Based Cascaded Model for Variable-Length Semantic Pattern Induction from Psychiatry Web Resources ACL 2006
Automated Alignment and Extraction of Bilingual Domain Ontology for Cross-Language Domain-Specific Applications COLING 2004