Liang-Chih Yu

Orcid: 0000-0003-1443-4347

According to our database1, Liang-Chih Yu authored at least 95 papers between 2004 and 2024.

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Bibliography

2024
Attribute-Based Injection Transformer for Personalized Sentiment Analysis.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

Syntactic Graph Attention Network for Aspect-Level Sentiment Analysis.
IEEE Trans. Artif. Intell., January, 2024

Multimodality Self-distillation for Fast Inference of Vision and Language Pretrained Models.
IEEE Trans. Multim., 2024

Encoding Syntactic Information into Transformers for Aspect-Based Sentiment Triplet Extraction.
IEEE Trans. Affect. Comput., 2024

Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-training.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Personalized LoRA for Human-Centered Text Understanding.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Scarce Resource Dimensional Sentiment Analysis UsingDomain-distilled BERT.
J. Inf. Sci. Eng., March, 2023

Decoupled variational autoencoder with interactive attention for affective text generation.
Eng. Appl. Artif. Intell., 2023

Domain Generalization via Switch Knowledge Distillation for Robust Review Representation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Chinese EmoBank: Building Valence-Arousal Resources for Dimensional Sentiment Analysis.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

Explainable detection of adverse drug reaction with imbalanced data distribution.
PLoS Comput. Biol., 2022

Contextual sentiment embeddings via bi-directional GRU language model.
Knowl. Based Syst., 2022

Hierarchical template transformer for fine-grained sentiment controllable generation.
Inf. Process. Manag., 2022

Overview of the ROCLING 2022 Shared Task for Chinese Healthcare Named Entity Recognition.
Proceedings of the 34th Conference on Computational Linguistics and Speech Processing, 2022

Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
A multi-dimensional relation model for dimensional sentiment analysis.
Inf. Sci., 2021

Ensemble Multi-Channel Neural Networks for Scientific Language Editing Evaluation.
IEEE Access, 2021

ROCLING-2021 Shared Task: Dimensional Sentiment Analysis for Educational Texts.
Proceedings of the 33rd Conference on Computational Linguistics and Speech Processing, 2021

MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Tree-Structured Regional CNN-LSTM Model for Dimensional Sentiment Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Pipelined Neural Networks for Phrase-Level Sentiment Intensity Prediction.
IEEE Trans. Affect. Comput., 2020

Identifying Emotion Labels From Psychiatric Social Texts Using a Bi-Directional LSTM-CNN Model.
IEEE Access, 2020

Scientific Writing Evaluation Using Ensemble Multi-channel Neural Networks.
Proceedings of the 32nd Conference on Computational Linguistics and Speech Processing, 2020

Sentiment Analysis for Investment Atmosphere Scoring.
Proceedings of the 32nd Conference on Computational Linguistics and Speech Processing, 2020

An Adaptive Method for Building a Chinese Dimensional Sentiment Lexicon.
Proceedings of the 32nd Conference on Computational Linguistics and Speech Processing, 2020

Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

2019
Using an analogical reasoning framework to infer language patterns for negative life events.
BMC Medical Informatics Decis. Mak., 2019

A Combining Mutual Information and Entropy for Unknown Word Extraction from Multilingual Code-Switching Sentences.
J. Inf. Sci. Eng., 2019

Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
Refining Word Embeddings Using Intensity Scores for Sentiment Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Improving early prediction of academic failure using sentiment analysis on self-evaluated comments.
J. Comput. Assist. Learn., 2018

Grid-Based Crime Prediction Using Geographical Features.
ISPRS Int. J. Geo Inf., 2018

Agent-based fuzzy constraint-directed negotiation for service level agreements in cloud computing.
Clust. Comput., 2018

Learning analytics on graduates' academic records to reflect on a competency-based curriculum.
Comput. Appl. Eng. Educ., 2018

2017
Open Student Models of Core Competencies at the Curriculum Level: Using Learning Analytics for Student Reflection.
IEEE Trans. Emerg. Top. Comput., 2017

YZU-NLP at EmoInt-2017: Determining Emotion Intensity Using a Bi-directional LSTM-CNN Model.
Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, 2017

應用詞向量於語言樣式探勘之研究 (Mining Language Patterns Using Word Embeddings) [In Chinese].
Proceedings of the 29th Conference on Computational Linguistics and Speech Processing, 2017

IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases.
Proceedings of the IJCNLP 2017, Shared Tasks, Taipei, Taiwan, November 27, 2017

SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model.
Proceedings of the IJCNLP 2017, Shared Tasks, Taipei, Taiwan, November 27, 2017

Using Machine Learning to Assist Crime Prevention.
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

Refining Word Embeddings for Sentiment Analysis.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016
Community-Based Weighted Graph Model for Valence-Arousal Prediction of Affective Words.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Who will pass? Analyzing learner behaviors in MOOCs.
Res. Pract. Technol. Enhanc. Learn., 2016

Near-synonym substitution using a discriminative vector space model.
Knowl. Based Syst., 2016

Locally weighted linear regression for cross-lingual valence-arousal prediction of affective words.
Neurocomputing, 2016

YZU-NLP Team at SemEval-2016 Task 4: Ordinal Sentiment Classification Using a Recurrent Convolutional Network.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Building Chinese Affective Resources in Valence-Arousal Dimensions.
Proceedings of the NAACL HLT 2016, 2016

Overview of the IALP 2016 shared task on Dimensional Sentiment Analysis for Chinese Words.
Proceedings of the 2016 International Conference on Asian Language Processing, 2016

The NTNU-YZU System in the AESW Shared Task: Automated Evaluation of Scientific Writing Using a Convolutional Neural Network.
Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Overview of NLP-TEA 2016 Shared Task for Chinese Grammatical Error Diagnosis.
Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications, 2016

2015
Guest Editoral: Special Issue on Chinese as a Foreign Language.
Int. J. Comput. Linguistics Chin. Lang. Process., 2015

Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Overview of the NLP-TEA 2015 Shared Task for Chinese Grammatical Error Diagnosis.
Proceedings of the 2nd Workshop on Natural Language Processing Techniques for Educational Applications, 2015

A locally weighted method to improve linear regression for lexical-based valence-arousal prediction.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
An intelligent stock trading system using comprehensive features.
Appl. Soft Comput., 2014

Identifying Emotion Labels from Psychiatric Social Texts Using Independent Component Analysis.
Proceedings of the COLING 2014, 2014

A Sentence Judgment System for Grammatical Error Detection.
Proceedings of the COLING 2014, 2014

Analysis of modifier structure for emotion expressions.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

Topic model allocation of conversational dialogue records by Latent Dirichlet Allocation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

Overview of SIGHAN 2014 Bake-off for Chinese Spelling Check.
Proceedings of The Third CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2014

2013
Using a contextual entropy model to expand emotion words and their intensity for the sentiment classification of stock market news.
Knowl. Based Syst., 2013

Independent component analysis for near-synonym choice.
Decis. Support Syst., 2013

Evaluation on text categorization for mathematics application questions.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

Candidate Scoring Using Web-Based Measure for Chinese Spelling Error Correction.
Proceedings of the Seventh SIGHAN Workshop on Chinese Language Processing, 2013

2012
Detecting causality from online psychiatric texts using inter-sentential language patterns.
BMC Medical Informatics Decis. Mak., 2012

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].
Proceedings of the 24th Conference on Computational Linguistics and Speech Processing, 2012

Developing and Evaluating a Computer-Assisted Near-Synonym Learning System.
Proceedings of the COLING 2012, 2012

A Language Modeling Approach to Identifying Code-Switched Sentences and Words.
Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2012

Traditional Chinese Parsing Evaluation at SIGHAN Bake-offs 2012.
Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2012

2011
Mining association language patterns using a distributional semantic model for negative life event classification.
J. Biomed. Informatics, 2011

多語語碼轉換之未知詞擷取 (Unknown Word Extraction from Multilingual Code-Switching Sentences) [In Chinese].
Proceedings of the Poster Proceedings of the 23rd Conference on Computational Linguistics and Speech Processing, 2011

A Baseline System for Chinese Near-Synonym Choice.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

2010
Sentence Correction Incorporating Relative Position and Parse Template Language Models.
IEEE Trans. Speech Audio Process., 2010

Annotation and verification of sense pools in OntoNotes.
Inf. Process. Manag., 2010

Word Sense Disambiguation Using Multiple Contextual Features.
Int. J. Comput. Linguistics Chin. Lang. Process., 2010

Discriminative Training for Near-Synonym Substitution.
Proceedings of the COLING 2010, 2010

2009
Psychiatric document retrieval using a discourse-aware model.
Artif. Intell., 2009

Mining Association Language Patterns for Negative Life Event Classification.
Proceedings of the ACL 2009, 2009

2008
Extended probabilistic HAL with close temporal association for psychiatric query document retrieval.
ACM Trans. Inf. Syst., 2008

HAL-Based Evolutionary Inference for Pattern Induction From Psychiatry Web Resources.
IEEE Trans. Evol. Comput., 2008

Corpus Cleanup of Mistaken Agreement Using Word Sense Disambiguation.
Int. J. Comput. Linguistics Chin. Lang. Process., 2008

OntoNotes: Corpus Cleanup of Mistaken Agreement Using Word Sense Disambiguation.
Proceedings of the COLING 2008, 2008

2007
Psychiatric Consultation Record Retrieval Using Scenario-Based Representation and Multilevel Mixture Model.
IEEE Trans. Inf. Technol. Biomed., 2007

Topic Analysis for Psychiatric Document Retrieval.
Proceedings of the ACL 2007, 2007

2006
HAL-Based Cascaded Model for Variable-Length Semantic Pattern Induction from Psychiatry Web Resources.
Proceedings of the ACL 2006, 2006

2005
Automated Alignment and Extraction of a Bilingual Ontology for Cross-Language Domain-Specific Applications.
Int. J. Comput. Linguistics Chin. Lang. Process., 2005

Using Semantic Dependencies to Mine Depressive Symptoms from Consultation Records.
IEEE Intell. Syst., 2005

2004
Automated Alignment and Extraction of Bilingual Domain Ontology for Cross-Language Domain-Specific Applications.
Proceedings of the COLING 2004, 2004

Automatic Alignment and Extraction of Bilingual Domain Ontology for Medical Domain Web Search.
Proceedings of the Third Workshop on Chinese Language Processing, 2004


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