Liang-Chih Yu
40 papers · 2004–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (9) 🏃 Academic Marathon (21) 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (7)
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(21)
🌈
Renaissance Researcher
(7)
🤝
Dynamic Duo
(23)
🔥
Unstoppable
(7)
💎
Century Club
(38)
🚀
Conference Pioneer
🗃️
Keyword Collector
(106)
⚡
Prolific Year
(5)
Conferences
COLING (12)
ACL (10)
IJCNLP (8)
AAAI (4)
AACL (2)
EMNLP (2)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
sentiment analysis
(7)
sentiment classification
(4)
knowledge distillation
(3)
dimensional sentiment analysis
(3)
aspect-based sentiment analysis
(3)
pretrained language model
(3)
cross-modal alignment
(2)
dimensional sentiment
(2)
affective computing
(2)
sentence representation
(2)
capsule network
(2)
word embedding
(2)
sentiment polarity
(2)
parameter-efficient fine-tuning
(2)
model compression
(2)
dynamic routing
(2)
mathematical reasoning
(1)
domain generalization
(1)
embedding learning
(1)
uncertainty quantification
(1)
Papers
DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis
ACL 2026
Step-GRPO: Enhancing Reasoning Quality and Efficiency via Structured PRM-Based Reinforcement Learning
AAAI 2026
Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks
COLING 2025
Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective
AAAI 2025
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
Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization
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
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
Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis
IJCNLP 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
MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers
IJCNLP 2021
Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis
AACL 2020
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis
IJCNLP 2019
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis
EMNLP 2019
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
IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases
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
IJCNLP 2015
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
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
ACL 2006
HAL-Based Cascaded Model for Variable-Length Semantic Pattern Induction from Psychiatry Web Resources
COLING 2006
Automated Alignment and Extraction of Bilingual Domain Ontology for Cross-Language Domain-Specific Applications
COLING 2004