Liang-Chih Yu

DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis ACL 2026 SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA) SemEval 2026 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 Domain Generalization via Switch Knowledge Distillation for Robust Review Representation ACL 2023 Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues AAAI 2023 Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022 Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis AACL 2022 Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression COLING 2022 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 IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases IJCNLP 2017 Refining Word Embeddings for Sentiment Analysis EMNLP 2017 SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model IJCNLP 2017 Building Chinese Affective Resources in Valence-Arousal Dimensions NAACL 2016 Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model ACL 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 ACL 2015 A Sentence Judgment System for Grammatical Error Detection COLING 2014 Identifying Emotion Labels from Psychiatric Social Texts Using Independent Component Analysis 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 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 ACL 2006 Automated Alignment and Extraction of Bilingual Domain Ontology for Cross-Language Domain-Specific Applications COLING 2004