Liang-Chih Yu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 60

Top Topics

Locally Weighted

Linear Regression

Sentiment Analysis

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Syntactic Graph Attention Network for Aspect-Level Sentiment Analysis. IEEE Trans. Artif. Intell. 5 (1) (2024)
You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang
Personalized LoRA for Human-Centered Text Understanding. AAAI (2024)
Guangmin Zheng, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis. CoRR (2024)
Jun Kong, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Multimodality Self-distillation for Fast Inference of Vision and Language Pretrained Models. IEEE Trans. Multim. 26 (2024)
Jin Wang, Liang-Chih Yu, Xuejie Zhang
SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training. LREC/COLING (2024)
You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang
Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization. LREC/COLING (2024)
Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Encoding Syntactic Information into Transformers for Aspect-Based Sentiment Triplet Extraction. IEEE Trans. Affect. Comput. 15 (2) (2024)
You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang
Personalized LoRA for Human-Centered Text Understanding. CoRR (2024)
Jin Wang, Liang-Chih Yu, Xuejie Zhang
SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training. CoRR (2024)
You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang
Attribute-Based Injection Transformer for Personalized Sentiment Analysis. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Guangmin Zheng, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis. ACL (Findings) (2024)
Ruijun Chen, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Decoupled variational autoencoder with interactive attention for affective text generation. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang
Domain Generalization via Switch Knowledge Distillation for Robust Review Representation. ACL (Findings) (2023)
Ruijun Chen, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues. CoRR (2023)
Wei Lin, Liang-Chih Yu
Scarce Resource Dimensional Sentiment Analysis UsingDomain-distilled BERT. J. Inf. Sci. Eng. 39 (2) (2023)
Ruijun Chen, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues. AAAI (2023)
Jin Wang, Liang-Chih Yu, Xuejie Zhang
Explainable detection of adverse drug reaction with imbalanced data distribution. PLoS Comput. Biol. 18 (6) (2022)
Zhewen Yu, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis. AACL/IJCNLP (1) (2022)
Lung-Hao Lee, Jian-Hong Li, Liang-Chih Yu
Chinese EmoBank: Building Valence-Arousal Resources for Dimensional Sentiment Analysis. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (4) (2022)
Lung-Hao Lee, Chao-Yi Chen, Liang-Chih Yu, Yuen-Hsien Tseng
Overview of the ROCLING 2022 Shared Task for Chinese Healthcare Named Entity Recognition. ROCLING (2022)
Jun Kong, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting. COLING (2022)
Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Hierarchical template transformer for fine-grained sentiment controllable generation. Inf. Process. Manag. 59 (5) (2022)
Xinge Ma, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression. COLING (2022)
Jin Wang, You Zhang, Liang-Chih Yu, Xuejie Zhang
Contextual sentiment embeddings via bi-directional GRU language model. Knowl. Based Syst. 235 (2022)
Liang-Chih Yu, Jin Wang, Bo Peng, Chu-Ren Huang
ROCLING-2021 Shared Task: Dimensional Sentiment Analysis for Educational Texts. ROCLING (2021)
Lung-Hao Lee, Yuh-Shyang Wang, Chao-Yi Chen, Liang-Chih Yu
Ensemble Multi-Channel Neural Networks for Scientific Language Editing Evaluation. IEEE Access 9 (2021)
You Zhang, Jin Wang, Liang-Chih Yu, Xuejie Zhang
MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers. ACL/IJCNLP (Findings) (2021)
Housheng Xie, Wei Lin, Shuying Lin, Jin Wang, Liang-Chih Yu
A multi-dimensional relation model for dimensional sentiment analysis. Inf. Sci. 579 (2021)
Chih-Hsiang Peng, Liang-Chih Yu
Sentiment Analysis for Investment Atmosphere Scoring. ROCLING (2020)
Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis. AACL/IJCNLP (2020)
Yuh-Shyang Wang, Lung-Hao Lee, Bo-Lin Lin, Liang-Chih Yu
Scientific Writing Evaluation Using Ensemble Multi-channel Neural Networks. ROCLING (2020)
Ying-Lung Lin, Liang-Chih Yu
An Adaptive Method for Building a Chinese Dimensional Sentiment Lexicon. ROCLING (2020)
Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang
Pipelined Neural Networks for Phrase-Level Sentiment Intensity Prediction. IEEE Trans. Affect. Comput. 11 (3) (2020)
Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang
Tree-Structured Regional CNN-LSTM Model for Dimensional Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Jheng-Long Wu, Yuanye He, Liang-Chih Yu, K. Robert Lai
Identifying Emotion Labels From Psychiatric Social Texts Using a Bi-Directional LSTM-CNN Model. IEEE Access 8 (2020)
Cheng-Wei Lee, Yi-Lun Wu, Liang-Chih Yu
A Combining Mutual Information and Entropy for Unknown Word Extraction from Multilingual Code-Switching Sentences. J. Inf. Sci. Eng. 35 (3) (2019)
Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis. EMNLP/IJCNLP (1) (2019)
Jheng-Long Wu, Xiang Xiao, Liang-Chih Yu, ShaoZhen Ye, K. Robert Lai
Using an analogical reasoning framework to infer language patterns for negative life events. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Lin Li, Chee Shin Yeo, Chia-Yu Hsu, Liang-Chih Yu, K. Robert Lai
Agent-based fuzzy constraint-directed negotiation for service level agreements in cloud computing. Clust. Comput. 21 (2) (2018)
Ying-Lung Lin, Meng-Feng Yen, Liang-Chih Yu
Grid-Based Crime Prediction Using Geographical Features. ISPRS Int. J. Geo Inf. 7 (8) (2018)
Chih-Yueh Chou, Shu-Fen Tseng, Cheng-Jhang Wang, Po-Yao Chao, Zhi-Hong Chen, K. Robert Lai, Chien-Lung Chan, Liang-Chih Yu
Learning analytics on graduates' academic records to reflect on a competency-based curriculum. Comput. Appl. Eng. Educ. 26 (6) (2018)
Liang-Chih Yu, Cheng-Wei Lee, H. I. Pan, Chih-Yueh Chou, Po-Yao Chao, Z. H. Chen, S. F. Tseng, C. L. Chan, K. Robert Lai
Improving early prediction of academic failure using sentiment analysis on self-evaluated comments. J. Comput. Assist. Learn. 34 (4) (2018)
Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang
Refining Word Embeddings Using Intensity Scores for Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 26 (3) (2018)
Shuying Lin, Huosheng Xie, Liang-Chih Yu, K. Robert Lai
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model. IJCNLP (Shared Tasks) (2017)
Yuanye He, Liang-Chih Yu, K. Robert Lai, Weiyi Liu
YZU-NLP at EmoInt-2017: Determining Emotion Intensity Using a Bi-directional LSTM-CNN Model. WASSA@EMNLP (2017)
Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang
Refining Word Embeddings for Sentiment Analysis. EMNLP (2017)
Xiang Xiao, ShaoZhen Ye, Liang-Chih Yu, K. Robert Lai
應用詞向量於語言樣式探勘之研究 (Mining Language Patterns Using Word Embeddings) [In Chinese]. ROCLING (2017)
Chih-Yueh Chou, Shu-Fen Tseng, Wen-Chieh Chih, Zhi-Hong Chen, Po-Yao Chao, K. Robert Lai, Chien-Lung Chan, Liang-Chih Yu, Yi-Lung Lin
Open Student Models of Core Competencies at the Curriculum Level: Using Learning Analytics for Student Reflection. IEEE Trans. Emerg. Top. Comput. 5 (1) (2017)
Ying-Lung Lin, Tenge-Yang Chen, Liang-Chih Yu
Using Machine Learning to Assist Crime Prevention. IIAI-AAI (2017)
Liang-Chih Yu, Lung-Hao Lee, Jin Wang, Kam-Fai Wong
IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases. IJCNLP (Shared Tasks) (2017)
Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang
Locally weighted linear regression for cross-lingual valence-arousal prediction of affective words. Neurocomputing 194 (2016)
Lung-Hao Lee, Gaoqi Rao, Liang-Chih Yu, Endong Xun, Baolin Zhang, Li-Ping Chang
Overview of NLP-TEA 2016 Shared Task for Chinese Grammatical Error Diagnosis. NLP-TEA@COLING (2016)
Yunchao He, Liang-Chih Yu, Chin-Sheng Yang, K. Robert Lai, Weiyi Liu
YZU-NLP Team at SemEval-2016 Task 4: Ordinal Sentiment Classification Using a Recurrent Convolutional Network. SemEval@NAACL-HLT (2016)
Liang-Chih Yu, Lung-Hao Lee, Jui-Feng Yeh, Hsiu-Min Shih, Yu-Ling Lai
Near-synonym substitution using a discriminative vector space model. Knowl. Based Syst. 106 (2016)
Liang-Chih Yu, Lung-Hao Lee, Kam-Fai Wong
Overview of the IALP 2016 shared task on Dimensional Sentiment Analysis for Chinese Words. IALP (2016)
Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang
Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model. ACL (2) (2016)
Lung-Hao Lee, Bo-Lin Lin, Liang-Chih Yu, Yuen-Hsien Tseng
The NTNU-YZU System in the AESW Shared Task: Automated Evaluation of Scientific Writing Using a Convolutional Neural Network. BEA@NAACL-HLT (2016)
Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang
Community-Based Weighted Graph Model for Valence-Arousal Prediction of Affective Words. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Shu-Fen Tseng, Yen-Wei Tsao, Liang-Chih Yu, Chien-Lung Chan, K. Robert Lai
Who will pass? Analyzing learner behaviors in MOOCs. Res. Pract. Technol. Enhanc. Learn. 11 (1) (2016)
Liang-Chih Yu, Lung-Hao Lee, Shuai Hao, Jin Wang, Yunchao He, Jun Hu, K. Robert Lai, Xuejie Zhang
Building Chinese Affective Resources in Valence-Arousal Dimensions. HLT-NAACL (2016)
Lung-Hao Lee, Liang-Chih Yu, Li-Ping Chang
Guest Editoral: Special Issue on Chinese as a Foreign Language. Int. J. Comput. Linguistics Chin. Lang. Process. 20 (1) (2015)
Jin Wang, K. Robert Lai, Liang-Chih Yu, Xuejie Zhang
A locally weighted method to improve linear regression for lexical-based valence-arousal prediction. ACII (2015)
Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang
Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method. ACL (2) (2015)
Lung-Hao Lee, Liang-Chih Yu, Li-Ping Chang
Overview of the NLP-TEA 2015 Shared Task for Chinese Grammatical Error Diagnosis. NLP-TEA@ACL/IJCNLP (2015)
Jheng-Long Wu, Liang-Chih Yu, Pei-Chann Chang
An intelligent stock trading system using comprehensive features. Appl. Soft Comput. 23 (2014)
Lung-Hao Lee, Liang-Chih Yu, Kuei-Ching Lee, Yuen-Hsien Tseng, Li-Ping Chang, Hsin-Hsi Chen
A Sentence Judgment System for Grammatical Error Detection. COLING (Demos) (2014)
Liang-Chih Yu, K. Robert Lai
Analysis of modifier structure for emotion expressions. APSIPA (2014)
Jui-Feng Yeh, Chen-Hsien Lee, Yi-Shiuan Tan, Liang-Chih Yu
Topic model allocation of conversational dialogue records by Latent Dirichlet Allocation. APSIPA (2014)
Liang-Chih Yu, Chun-Yuan Ho
Identifying Emotion Labels from Psychiatric Social Texts Using Independent Component Analysis. COLING (2014)
Liang-Chih Yu, Lung-Hao Lee, Yuen-Hsien Tseng, Hsin-Hsi Chen
Overview of SIGHAN 2014 Bake-off for Chinese Spelling Check. CIPS-SIGHAN (2014)
Liang-Chih Yu, Chao-Hong Liu, Chung-Hsien Wu
Candidate Scoring Using Web-Based Measure for Chinese Spelling Error Correction. SIGHAN@IJCNLP (2013)
Liang-Chih Yu, Hsiao-Liang Hu, Wei-Hua Lin
Evaluation on text categorization for mathematics application questions. APSIPA (2013)
Liang-Chih Yu, Jheng-Long Wu, Pei-Chann Chang, Hsuan-Shou Chu
Using a contextual entropy model to expand emotion words and their intensity for the sentiment classification of stock market news. Knowl. Based Syst. 41 (2013)
Liang-Chih Yu, Wei-Nan Chien
Independent component analysis for near-synonym choice. Decis. Support Syst. 55 (1) (2013)
Yuen-Hsien Tseng, Lung-Hao Lee, Liang-Chih Yu
Traditional Chinese Parsing Evaluation at SIGHAN Bake-offs 2012. CIPS-SIGHAN (2012)
Liang-Chih Yu, Kai-Hsiang Hsu
Developing and Evaluating a Computer-Assisted Near-Synonym Learning System. COLING (Demos) (2012)
Shih-Ting Chen, Wei-Cheng He, Philips Kokoh Prasetyo, Liang-Chih Yu
應用跳脫語言模型於同義詞取代之研究 (Skip N-gram Modeling for Near-Synonym Choice) [In Chinese]. ROCLING (2012)
Jheng-Long Wu, Liang-Chih Yu, Pei-Chann Chang
Detecting causality from online psychiatric texts using inter-sentential language patterns. BMC Medical Informatics Decis. Mak. 12 (2012)
Liang-Chih Yu, Wei-Cheng He, Wei-Nan Chien
A Language Modeling Approach to Identifying Code-Switched Sentences and Words. CIPS-SIGHAN (2012)
Liang-Chih Yu, Wei-Nan Chien, Shih-Ting Chen
A Baseline System for Chinese Near-Synonym Choice. IJCNLP (2011)
Liang-Chih Yu, Chien-Lung Chan, Chao-Cheng Lin, I-Chun Lin
Mining association language patterns using a distributional semantic model for negative life event classification. J. Biomed. Informatics 44 (4) (2011)
Yi-Lun Wu, Chaio-Wen Hsieh, Wei-Hsuan Lin, Chun-Yi Liu, Liang-Chih Yu
多語語碼轉換之未知詞擷取 (Unknown Word Extraction from Multilingual Code-Switching Sentences) [In Chinese]. ROCLING (Posters) (2011)
Chung-Hsien Wu, Chao-Hong Liu, Matthew Harris, Liang-Chih Yu
Sentence Correction Incorporating Relative Position and Parse Template Language Models. IEEE Trans. Speech Audio Process. 18 (6) (2010)
Liang-Chih Yu, Hsiu-Min Shih, Yu-Ling Lai, Jui-Feng Yeh, Chung-Hsien Wu
Discriminative Training for Near-Synonym Substitution. COLING (2010)
Liang-Chih Yu, Chung-Hsien Wu, Jui-Feng Yeh
Word Sense Disambiguation Using Multiple Contextual Features. Int. J. Comput. Linguistics Chin. Lang. Process. 15 (3-4) (2010)
Liang-Chih Yu, Chung-Hsien Wu, Ru-Yng Chang, Chao-Hong Liu, Eduard H. Hovy
Annotation and verification of sense pools in OntoNotes. Inf. Process. Manag. 46 (4) (2010)
Liang-Chih Yu, Chien-Lung Chan, Chung-Hsien Wu, Chao-Cheng Lin
Mining Association Language Patterns for Negative Life Event Classification. ACL/IJCNLP (2) (2009)
Liang-Chih Yu, Chung-Hsien Wu, Fong-Lin Jang
Psychiatric document retrieval using a discourse-aware model. Artif. Intell. 173 (7-8) (2009)
Liang-Chih Yu, Chung-Hsien Wu, Eduard H. Hovy
OntoNotes: Corpus Cleanup of Mistaken Agreement Using Word Sense Disambiguation. COLING (2008)
Liang-Chih Yu, Chung-Hsien Wu, Jui-Feng Yeh, Fong-Lin Jang
HAL-Based Evolutionary Inference for Pattern Induction From Psychiatry Web Resources. IEEE Trans. Evol. Comput. 12 (2) (2008)
Jui-Feng Yeh, Chung-Hsien Wu, Liang-Chih Yu, Yu-Sheng Lai
Extended probabilistic HAL with close temporal association for psychiatric query document retrieval. ACM Trans. Inf. Syst. 27 (1) (2008)
Liang-Chih Yu, Chung-Hsien Wu, Jui-Feng Yeh, Eduard H. Hovy
Corpus Cleanup of Mistaken Agreement Using Word Sense Disambiguation. Int. J. Comput. Linguistics Chin. Lang. Process. 13 (4) (2008)
Liang-Chih Yu, Chung-Hsien Wu, Fong-Lin Jang
Psychiatric Consultation Record Retrieval Using Scenario-Based Representation and Multilevel Mixture Model. IEEE Trans. Inf. Technol. Biomed. 11 (4) (2007)
Liang-Chih Yu, Chung-Hsien Wu, Chin-Yew Lin, Eduard H. Hovy, Chia-Ling Lin
Topic Analysis for Psychiatric Document Retrieval. ACL (2007)
Liang-Chih Yu, Chung-Hsien Wu, Fong-Lin Jang
HAL-Based Cascaded Model for Variable-Length Semantic Pattern Induction from Psychiatry Web Resources. ACL (2006)
Jui-Feng Yeh, Chung-Hsien Wu, Ming-Jun Chen, Liang-Chih Yu
Automated Alignment and Extraction of a Bilingual Ontology for Cross-Language Domain-Specific Applications. Int. J. Comput. Linguistics Chin. Lang. Process. 10 (1) (2005)
Chung-Hsien Wu, Liang-Chih Yu, Fong-Lin Jang
Using Semantic Dependencies to Mine Depressive Symptoms from Consultation Records. IEEE Intell. Syst. 20 (6) (2005)
Jui-Feng Yeh, Chung-Hsien Wu, Ming-Jun Chen, Liang-Chih Yu
Automatic Alignment and Extraction of Bilingual Domain Ontology for Medical Domain Web Search. SIGHAN@ACL (2004)
Jui-Feng Yeh, Chung-Hsien Wu, Ming-Jun Chen, Liang-Chih Yu
Automated Alignment and Extraction of Bilingual Domain Ontology for Cross-Language Domain-Specific Applications. COLING (2004)