國立中央大學教師履歷平台

期刊著作

• Leveraging large language models for the deidentification and temporal normalization of sensitive health information in electronic health records
  npj Digital Medicine, 8, 1, 2025-12-01

• Digital humanities approach to analyzing the roles and military power of Supreme Commanders and Grand Coordinators in the Ming Dynasty: a computational analysis of Ming Shilu
  Digital Scholarship in the Humanities, 40, 3, 910-927, 2025-09-01
  [ CCTS API,computational analysis,digital humanities,Grand Coordinators,heat maps,military conflicts,Ming Dynasty,Ming Shilu,seed words,Supreme Commanders ]

• SMUTF: Schema Matching Using Generative Tags and Hybrid Features
  Information Systems, 133, 2025-08-01
  [ Data merging,Large language model,Schema matching,Tabular data ]

• Unsupervised domain adaptation for cross-style, cross-year land use understanding from historical maps
  International Journal of Geographical Information Science, 39, 8, 1750-1769, 2025-01-01
  [ land use historical map,Map segmentation,semantic segmentation,unsupervised domain adaptation,vectorization ]

• Enhancing biomedical relation extraction through data-centric and preprocessing-robust ensemble learning approach
  Database : the journal of biological databases and curation, 2025, 2025-01-01

• Surveying biomedical relation extraction: a critical examination of current datasets and the proposal of a new resource
  Briefings in Bioinformatics, 25, 3, 2024-05-01
  [ natural language processing,protein–protein interaction,relation extraction ]

• Image classification for historical documents: a study on Chinese local gazetteers
  Digital Scholarship in the Humanities, 39, 1, 61-73, 2024-04-01
  [ art,Chinese local gazetteers,Convoluational Neural Network,DaViT,digital humanities,historical document,image classification,Vision Transformer ]

• The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII
  Database : the journal of biological databases and curation, 2024, 2024-01-01

• Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition
  Database : the journal of biological databases and curation, 2023, 2023-01-01

• Climate event classification based on historical meteorological records and its presentation on a Spatio-Temporal research platform
  Digital Scholarship in the Humanities, 37, 4, 1022-1032, 2022-12-01

• Semi-supervised learning for topographic map analysis over time: a study of bridge segmentation
  Scientific Reports, 12, 1, 2022-12-01

• Task reformulation and data-centric approach for Twitter medication name extraction
  Database : the journal of biological databases and curation, 2022, 2022-08-23
  [ Databases,Factual; Humans,Social Media ]

• Increased Online Aggression During COVID-19 Lockdowns: Two-Stage Study of Deep Text Mining and Difference-in-Differences Analysis
  Journal of Medical Internet Research, 24, 8, 2022-08-01
  [ causal relationship,internet,lockdown,natural language processing,neural networks,infodemiology,infoveillance,emotions,online aggression,pandemic,sentiment analysis,social media,Twitter,computer;,content analysis,COVID-19 ]

• Cross-language article linking with deep neural network based paragraph encoding
  Computer Speech and Language, 72, 2022-03-01

• Improving low-resource machine transliteration by using 3-way transfer learning
  Computer Speech and Language, 72, 2022-03-01

• EPG2S: Speech Generation and Speech Enhancement Based on Electropalatography and Audio Signals Using Multimodal Learning
  IEEE Signal Processing Letters, 2022-01-01
  [ Decoding,electropalatography,Feature extraction,Loss measurement,model fusion,Noise measurement,Spectrogram,Speech enhancement,speech generation,speech signal,speech synthesis,Tongue ]

• Multi-modal Chatbot in Intelligent Manufacturing
  IEEE Access, 2021-01-01
  [ Artificial intelligence,chatbot,Chatbot; human-robot interaction,Robotic assembly,Robots,multi-modal intent classification,Task analysis,Visualization,Manufacturing ]

• Biomedical named entity recognition and linking datasets: Survey and our recent development
  Briefings in Bioinformatics, 21, 6, 2219-2238, 2020-11-01
  [ Biological information retrieval,Biomedical dataset,Biomedical natural language processing,Named entity recognition ]

• 數位人文與時空資訊整合分析--個人歷史文本分析工具及其應用於明代倭寇研究之案例
  數位典藏與數位人文, -, 4, 1-25, 2019-10-01
  [ 個人化歷史文本分析工具,事件分群,文本自動標註,自然語言處理,地理資訊系統 ]

• The extraction of complex relationships and their conversion to biological expression language (BEL) overview of the BioCreative VI (2017) BEL track
  Database : the journal of biological databases and curation, 2019, 1, 2019-01-01
  [ Data Mining,Databases, Factual,Neural Networks, Computer,Vocabulary, Controlled ]

• Statistical principle-based approach for gene and protein related object recognition
  Journal of Cheminformatics, 10, 1, 2018-12-17
  [ Biomedical text mining,Information extraction,Machine learning,Medical chemical patent,Named entity recognition,Natural language processing ]

• Context-aware sentiment propagation using LDA topic modeling on Chinese ConceptNet
  Soft Computing, 21, 11, 2911-2921, 2017-06-01
  [ Commonsense knowledge , Context-aware , Sentiment analysis , Sentiment dictionary , Topic model , Value propagation ]

• Cross-language article linking with different knowledge bases using bilingual topic model and translation features
  Knowledge-Based Systems, 111, 228-236, 2016-11-01
  [ Bilingual topic model , Cross-language article linking , Link discovery ]

• NERChem: Adapting NERBio to chemical patents via full-token features and named entity feature with chemical sub-class composition
  Database : the journal of biological databases and curation, 2016, 2016-01-01

• BelSmile: a biomedical semantic role labeling approach for extracting biological expression language from text
  Database : the journal of biological databases and curation, 2016, 2016-01-01

• Collective web-based parenthetical translation extraction using markov logic networks
  ACM Transactions on Asian and Low-Resource Language Information Processing, 15, 2, 2015-12-01
  [ Entity translation , Markov logic network , Named entity translation , Parenthetical translation extraction ]

• A context-aware approach for progression tracking of medical concepts in electronic medical records
  Journal of Biomedical Informatics, 58, S150-S157, 2015-12-01
  [ Clinical natural language processing , Electronic medical record , Temporal information extraction ]

• The CHEMDNER corpus of chemicals and drugs and its annotation principles
  Journal of Cheminformatics, 7, 2015-01-01

• Text mining for translational bioinformatics
  BioMed Research International, 2015, 2015-01-01

• Enhancing of chemical compound and drug name recognition using representative tag scheme and fine-grained tokenization
  Journal of Cheminformatics, 7, 2015-01-01

• A resource-saving collective approach to biomedical semantic role labeling
  BMC Bioinformatics, 15, 1, 2014-05-27

• Polarity detection of online reviews using sentiment concepts: NCU IISR team at ESWC-14 Challenge on Concept-Level Sentiment Analysis
  Communications in Computer and Information Science, 475, 53-58, 2014-01-01
  [ Concept-level sentiment analysis , Polarity detection of online reviews , Sentiment concepts ]

• Cross-domain opinion word identification with query-by-committee active learning
  Lecture Notes in Computer Science, 8916, 334-343, 2014-01-01
  [ Active learning , Cross-domain , Opinion word identification ]

• A hybrid system for temporal relation extraction from discharge summaries
  Lecture Notes in Computer Science, 8916, 379-386, 2014-01-01
  [ Conditional random fields , Discharge summaries , Temporal relation extraction ]

• Using relation selection to improve value propagation in a ConceptNet-based sentiment dictionary
  Knowledge-Based Systems, 69, 1, 100-107, 2014-01-01
  [ Bias correction , Commonsense knowledge , Relation selection , Sentiment analysis , Sentiment dictionary ]

• BioC interoperability track overview
  Database : the journal of biological databases and curation, 2014, 2014-01-01

• LiverCancerMarkerRIF: a liver cancer biomarker interactive curation system combining text mining and expert annotations
  Database : the journal of biological databases and curation, 2014, 2014-01-01

• T-HOD: A literature-based candidate gene database for hypertension, obesity and diabetes
  Database : the journal of biological databases and curation, 2013, 2013-12-01

• Collective instance-level gene normalization on the IGN corpus
  PLoS ONE, 8, 11, 2013-11-25

• Transliteration pair extraction from classical Chinese buddhist literature using phonetic similarity measurement
  New Generation Computing, 31, 4, 265-283, 2013-10-01
  [ Classical Chinese processing,Phonetic similarity,Transliteartion pair extraction ]

• Building a concept-level sentiment dictionary based on commonsense knowledge
  IEEE Intelligent Systems, 28, 2, 22-30, 2013-07-19
  [ commonsense knowledge , ConceptNet , sentiment analysis , sentiment dictionary ]

• Building a graded Chinese sentiment dictionary based on commonsense knowledge for sentiment analysis of song lyrics
  Journal of Information Science and Engineering, 29, 4, 647-662, 2013-07-01
  [ Common sense knowledge , Sentiment analysis , Sentiment dictionary , Song lyrics analysis ]

• TEMPTING system: A hybrid method of rule and machine learning for temporal relation extraction in patient discharge summaries
  Journal of Biomedical Informatics, 46, SUPPL., 2013-01-01
  [ Hybrid method , Maximum entropy , Natural language processing , Temporal relation extraction , Text mining ]

• Improving protein-protein interaction pair ranking with an integrated global association score
  IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9, 6, 1690-1695, 2012-12-01
  [ Bioinformatics databases , Text mining ]

• Validating contradiction in texts using online co-mention pattern checking
  ACM Transactions on Asian Language Information Processing, 11, 4, 2012-12-01
  [ Chinese , Contradiction detection , Textual entailment , WEB mining ]

• Coreference resolution of medical concepts in discharge summaries by exploiting contextual information
  Journal of the American Medical Informatics Association : JAMIA, 19, 5, 888-896, 2012-09-01

• A generative data augmentation model for enhancing Chinese dialect pronunciation prediction
  IEEE Transactions on Audio, Speech and Language Processing, 20, 4, 1109-1117, 2012-05-01
  [ Chinese dialects , Data augmentation , Generative model , Pronunciation database ]

• Evaluation via negativa of chinese word segmentation for information retrieval
  , 100-109, 2011-12-01
  [ Information retrieval,True negative rate,Word segmentation ]

• Visual webpage block importance prediction using conditional random fields
  Journal of the American Society for Information Science and Technology, 62, 11, 2225-2235, 2011-11-01

• Multi-stage gene normalization for full-text articles with context-based species filtering for dynamic dictionary entry selection
  BMC Bioinformatics, 12, SUPPL. 8, 2011-10-03

• The gene normalization task in BioCreative III
  BMC Bioinformatics, 12, SUPPL. 8, 2011-10-03

• Integration of gene normalization stages and co-reference resolution using a Markov logic network
  Bioinformatics, 27, 18, 2586-2594, 2011-09-01

• Dynamic programming re-ranking for PPI interactor and pair extraction in full-text articles
  BMC Bioinformatics, 12, 2011-02-23

• A dynamic programming re-ranking approach to enhance PPI interactor extraction
  IPSJ Transactions on Bioinformatics, 3, 91-94, 2010-12-01

• Multistage gene normalization and SVM-based ranking for protein interactor extraction in full-text articles
  IEEE/ACM Transactions on Computational Biology and Bioinformatics, 7, 3, 412-420, 2010-08-16
  [ Data mining , feature evaluation and selection , mining methods and algorithms , scientific databases , text mining ]

• Chinese text segmentation: A hybrid approach using transductive learning and statistical association measures
  Expert Systems with Applications, 37, 5, 3553-3560, 2010-05-01
  [ Association measure , Chinese word segmentation , Transductive learning , Unlabeled data ]

• Using contextual information to clarify cross-species gene normalization ambiguity
  International Journal of Software Engineering and Knowledge Engineering, 20, 2, 197-214, 2010-03-01
  [ Gene normalization , Natural language processing , Text mining ]

• New challenges for biological text-mining in the next decade
  Journal of Computer Science and Technology, 25, 1, 169-179, 2010-01-01
  [ Bioinformatics database , Mining method and algorithm , Text mining ]

• HypertenGene: Extracting key hypertension genes from biomedical literature with position and automatically-generated template features
  BMC Bioinformatics, 10, SUPPL. 15, 2009-12-03

• Rule-based Korean grapheme to phoneme conversion using sound patterns
  , 2, 843-850, 2009-12-01
  [ Grapheme-to-phoneme conversion,Korean,Sound pattern ]

• Modeling the relationship among linguistic typological features with Hierarchical dirichlet process
  , 2, 741-747, 2009-12-01
  [ Hierarchical dirichlet process,Topic model,Typological feature ]

• PubMed-EX: A web browser extension to enhance PubMed search with text mining features
  Bioinformatics, 25, 22, 3031-3032, 2009-11-15

• Using conditional random fields for result identification in biomedical abstracts
  Integrated Computer-Aided Engineering, 16, 4, 339-352, 2009-11-12
  [ Conditional random fields , Result identification , Sequence labeling ]

• Learning weights for translation candidates in Japanese-Chinese information retrieval
  Expert Systems with Applications, 36, 4, 7695-7699, 2009-05-01
  [ Iterative term weighting , Japanese-Chinese cross-language information retrieval , Query-disambiguation ]

• Web-based pattern learning for named entity translation in Korean-Chinese cross-language information retrieval
  Expert Systems with Applications, 36, 2 PART 2, 3990-3995, 2009-01-01
  [ Korean-Chinese cross-language information retrieval , Named entity translation , Web-based pattern learning ]

• WikiSense: Supersense tagging of Wikipedia named entities based WordNet
  , 1, 72-81, 2009-01-01
  [ Semantic category , Wikipedia , Word sense disambiguation , WordNet ]

• Web taxonomy integration with hierarchical shrinkage algorithm and fine-grained relations
  Expert Systems with Applications, 35, 4, 2123-2131, 2008-11-01
  [ Shrinkage algorithm , Text categorization , Web taxonomy integration ]

• Introducing meta-services for biomedical information extraction
  Genome Biology, 9, SUPPL. 2, 2008-09-01

• Overview of BioCreative II gene mention recognition
  Genome Biology, 9, SUPPL. 2, 2008-09-01

• Exploiting likely-positive and unlabeled data to improve the identification of protein-protein interaction articles
  BMC Bioinformatics, 9, SUPPL. 1, 2008-02-13

• BIOSMILE web search: a web application for annotating biomedical entities and relations.
  Nucleic Acids Research, 36, Web Server issue, 2008-01-01

• Korean-Chinese person name translation for cross language information retrieval
  , 489-497, 2007-12-01
  [ Korean-Chinese cross language information retrieval , Person name translation ]

• BIOSMILE: A semantic role labeling system for biomedical verbs using a maximum-entropy model with automatically generated template features
  BMC Bioinformatics, 8, 2007-09-01

• Reference metadata extraction using a hierarchical knowledge representation framework
  Decision Support Systems, 43, 1, 152-167, 2007-02-01
  [ INFOMAP , Knowledge representation framework , Metadata extraction , Reference extraction ]

• NERBio: Using selected word conjunctions, term normalization, and global patterns to improve biomedical named entity recognition
  BMC Bioinformatics, 7, SUPPL.5, 2006-12-18

• Various criteria in the evaluation of biomedical named entity recognition
  BMC Bioinformatics, 7, 2006-02-24

• Integrating linguistic knowledge into a conditional random fieldframework to identify biomedical named entities
  Expert Systems with Applications, 30, 1, 117-128, 2006-01-01
  [ Biomedical named entity recognition , Conditional random fields , Linguistic features , Literature mining ]

研討會著作

• NCU-IISR: Biomedical Question Answering via Gemini and GPT APIs in the BioASQ 13b Phase B Challenge
  2025-09-09
  [ Biomedical Question Answer, Large Language Models (LLMs), Generative Pre-trained Transformer, Gemini, Retrieval Augmented Generation, CEUR-WS ]

• Uncovering Historical Insights: A Framework for Explaining Historical Data through Graphs and LLM
  2025-07-18
  [ Digital Humanities,AI,NLP,LLM ]

• ATAIGI: An AI-Powered Multimodal Learning App Leveraging Generative Models for Low-Resource Taiwanese Hokkien
  2025-04-29
  [ NLP,LLM,AI ]

• Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages
  10943–10959, 2024-08-13
  [ AI、NLP、LLM ]

• Emotion Detection of Characters' Dialogues in Chinese Classic Novels: Take 'Jin Ping Mei' as an Example
  2024-08-09
  [ Digital Humanities, NLP ]

• Automated Assessment of Fidelity and Interpretability: An Evaluation Framework for Large Language Models' Explanations
  23554-23555, 2024-03-25
  

• Enhancing Taiwanese Hokkien Dual Translation by Exploring and Standardizing of Four Writing Systems
  6077-6090, 2024-01-01
  [ large language model,low-resource language,neural machine translation,Taiwanese Hokkien ]

• Tri-directional Hypergraph Contrastive Learning for Session-based Recommendation
  2024-01-01
  

• Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages
  10943-10959, 2024-01-01
  

• NCU-IISR: Enhancing Biomedical Question Answering with GPT-4 and Retrieval Augmented Generation in BioASQ 12b Phase B
  99-105, 2024-01-01
  [ Biomedical Question Answer,Generative Pre-trained Transformer,Large Language Models (LLMs),Retrieval Augmented Generation ]

• GPT4ESG: Streamlining Environment, Society, and Governance Analysis with Custom AI Models
  442-446, 2024-01-01
  [ BERT,ESG,GPT,LLM,sustainable investing ]

• Enhancing ESG Reporting Analysis: Leveraging GPT and Resampling Methods for Improved Multi-Label Classification
  415-418, 2024-01-01
  [ ESG,imbalanced data,LLM,multi-label classification,resampling method ]

• Conversational Product Recommendation using LLM
  340-343, 2024-01-01
  [ conversational AI,dialog systems,eCommerce,large language model (LLM) ]

• TWBias: A Benchmark for Assessing Social Bias in Traditional Chinese Large Language Models through a Taiwan Cultural Lens
  8688-8704, 2024-01-01
  

• Modeling the evolving social dynamics of political figures with chronological historical records
  2023-07-10
  [ ming dynasty ]

• EPG2S: Speech Generation and Speech Enhancement based on Electropalatography and Audio Signals using Multimodal Learning
  2582-2586, 2023-06-04
  [ Decoding,electropalatography,Feature extraction,Loss measurement,model fusion,Noise measurement,Spectrogram,Speech enhancement,speech generation,speech signal,speech synthesis,Tongue ]

• Detecting Textual and Visual Copying of Sources in Chinese Local Gazetteers and Beyond
  2023-02-17
  [ difangzhi ]

• NCU-IISR: Prompt Engineering on GPT-4 to Stove Biological Problems in BioASQ 11b Phase B
  114-121, 2023-01-01
  [ Biomedical Question Answer,Generative Pre-trained Transformer,Large language models (LLMs),Zero-shot ]

• MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework
  4380-4401, 2023-01-01
  

• A Novel Semi-supervised Framework to Identify Military Documents: A Quantitative Analysis on Military Records in Ming Shi-Lu
  2022-07-25
  [ document classification,military,ming dynasty,no labeled data,weakly-supervised ]

• Automatic matching method of historical event text with its corresponding thematic maps developed for the application of the ShiJi Spatio-Temporal Information Platform
  2022-07-25
  [ consine similarity,relevance of map to documents,tf-idf ]

• Named Entity Disambiguation for the Qing Shilu without Manually Labeled Data
  2022-07-25
  [ automatic data labeling,bert,named entity disambiguation,named entity linking,qing shilu ]

• Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation (Student Abstract)
  13081-13082, 2022-06-30
  

• Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation
  2, 2022-06-28
  [ Dialect Translation,Unsupervised Neural Machines Translation,Pre-trained Language Model ]

• NCU-IISR/AS-GIS: Using BERTScore and Snippet Score to Improve the Performance of Pretrained Language Model in BioASQ 10b Phase B
  357-367, 2022-01-01
  [ Biomedical Question Answer,Pre-trained Language Model,Text Similarity ]

• BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset
  4418-4428, 2022-01-01
  

• Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien
  6316-6334, 2022-01-01
  

• Verdict Inference with Claim and Retrieved Elements Using RoBERTa
  60-65, 2021-11-10
  [ FEVER ]

• Construction of ShiJi Spatiotemporal Information Platform on the Framework of Research-oriented Knowledge Bases
  2021-09-06
  [ Historical ]

• Multi-modal User Intent Classification Under the Scenario of Smart Factory
  2021-02-02
  [ Dialog System,Multi-modal,User Intent Classification,Human-agent Interaction ]

• NCU-IISR/AS-GIS: Results of various pre-trained biomedical language models and linear regression model in BioASQ task 9b Phase B
  360-368, 2021-01-01
  [ Biomedical question answering,Linear regression,Pre-trained language model ]

• The construction of a Chinese named entity tagged corpus: CNEC1.0
  2021-01-01
  

• Design and Construction of the Spatiotemporal Information Platform for the Interpretation of ShiJi
  2021-01-01
  [ ]

• Verdict Inference with Claim and Retrieved Elements Using RoBERTa
  60-65, 2021-01-01
  

• Multi-modal User Intent Classification Under the Scenario of Smart Factory (Student Abstract)
  15771-15772, 2021-01-01
  

• Implementation of Event Classification and Spatio-temporal Information Integration Analysis based on Meteorological Records in Historical Texts: A Digital Humanities Case Study on Climate Change and Social Trends
  2020-07-20
  [ Climate Event,Bert,Spatio-Temporal ]

• Automatic Labeled Data Generation for Person Named Entity Disambiguation on the Ming Shilu
  2020-07-20
  [ Named Entity Disambiguation,Automatic Labeled Data Generation,Bert ]

• DeepEncyclolink: A Cross-Encyclopedia, Cross-language Article-Linking System Based on Deep Learning
  116-117, 2020-04-20
  [ article linking,neural networks,representation learning ]

• Ncu-iisr: Pre-trained language model for cantemist named entity recognition
  347-351, 2020-01-01
  [ ]

• NCU-IISR: Using a Pre-trained Language Model and Logistic Regression Model for BioASQ Task 8b Phase B
  2020-01-01
  [ ]

• Event Extraction on Classical Chinese Historical Texts: A Case Study of Extracting Tributary Events from the Ming Shilu
  2019-07-09
  [ Arts and Humanities,event extraction,ming shilu,tributary events ]

• Climate Event Classification Based on Historical Meteorological Records and Its Presentation on A Spatio-Temporal Research Platform
  2019-07-09
  [ ]

• Using Deep-Q Network to Select Candidates from N-best Speech Recognition Hypotheses for Enhancing Dialogue State Tracking
  7375-7379, 2019-05-01
  [ ]

• Automatic question generation from children's stories for companion chatbot
  491-494, 2018-08-02
  [ ]

• Cross-language article linking using cross-encyclopedia entity embedding
  334-339, 2018-01-01
  

• Aspect-category-based sentiment classification with aspect-opinion relation
  162-169, 2017-03-16
  

• Encyclolink: A Cross-Encyclopedia, Cross-language Article-Linking System and Web-based Search Interface
  13-16, 2017-01-01
  

• Enhancing Drug-Drug Interaction Classification with Corpus-level Feature and Classifier Ensemble
  52-56, 2017-01-01
  

• A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification
  17-20, 2017-01-01
  

• Message from the CyberSciTech 2016 Program and General Chairs
  xviii-xix, 2016-10-11
  

• Topic-aware sentiment prediction for Chinese ConceptNet
  419-426, 2016-02-12
  

• Contextual restaurant recommendation utilizing implicit feedback
  170-174, 2015-12-02
  

• Textual analysis for studying Chinese historical documents and literary Novels
  2015-10-07
  [ 228 incident in Taiwan , Computational linguistics , Digital humanities , Geographical analysis , History of concepts , Keyword collocation , Name disambiguation , Named entity recognition , Temporal analysis , Text mining , Textual analysis , Transliterated words in Chinese historical documents ]

• Matching internet mood essays with pop-music using word2vec 基於 Word2Vec 詞向量的網路情緒文和流行音樂媒合方法之研究
  167-179, 2015-10-01
  [ Music recommender system , Word2Vec ]

• NCU IISR English-Korean and English-Chinese Named Entity Transliteration Using Different Grapheme Segmentation Approaches
  83-87, 2015-01-01
  

• Cross-language and cross-encyclopedia article linking using mixed-language topic model and hypernym translation
  586-591, 2014-01-01
  

• Transliteration extraction from classical chinese buddhist literature using conditional random fields
  260-266, 2013-01-01
  

• Unsupervised japanese-chinese opinion word translation using dependency distance and feature-opinion association weight
  1503-1518, 2012-12-01
  [ Dependency distance , Feature-opinion association , Opinion word translation disambiguation ]

• Preface
  2012-12-01
  

• English-Korean Named Entity Transliteration Using Substring Alignment and Re-ranking Methods
  57-60, 2012-01-01
  

• Sentiment value propagation for an integral sentiment dictionary based on commonsense knowledge
  75-81, 2011-12-01
  [ Commonsense knowledge , Sentiment analysis , Sentiment dictionary ]

• Enhancing search results with semantic annotation using augmented browsing
  2418-2423, 2011-12-01
  

• Unsupervised overlapping feature selection for conditional random fields learning in Chinese word segmentation
  109-122, 2011-12-01
  [ Conditional random fields , Unsupervised feature selection , Word segmentation ]

• Query and tag translation for Chinese-Korean cross-language social media retrieval
  288-291, 2011-09-29
  

• Entity Disambiguation Using a Markov-Logic Network
  846-855, 2011-01-01
  

• LAMP, a lyrics and audio mandopop dataset for music mood estimation: Dataset compilation, system construction, and testing
  53-59, 2010-12-01
  [ Lyrics , Mandarin pop song , Music information retrieval , Music mood estimation , Valence ]

• A reinforcement learning approach to emotion-based automatic playlist generation
  60-65, 2010-12-01
  [ Automatic playlist generation , Reinforcement learning , Song emotion ]

• Global ranking via data fusion
  223-231, 2010-12-01
  

• Japanese opinion word translation based on unsupervised word sense disambiguation in the travel domain
  157-171, 2010-12-01
  [ Opinion word , Unsupervised , Word sense disambiguation , Word translation ]

• Japanese-chinese information retrieval with an iterative weighting scheme
  685-697, 2010-03-01
  [ Iterative term weighting , Japanese-chinese cross-language information retrieval , Named entity translation , Query disambiguation , Query-translation ]

• Minimally supervised question classification and answering based on WordNet and Wikipedia
  209-221, 2009-12-01
  [ Question answering , Question classification , Semantic category , Wikipedia , WordNet ]

• The power of words: Enhancing music mood estimation with textual input of lyrics
  2009-12-01
  

• A maximum entropy approach to Chinese grapheme-to-phoneme conversion
  411-416, 2009-11-17
  [ Chinese grapheme-to-phoneme conversion , Maximum entropy model , Speech synthesis ]

• Using contextual information to clarify gene normalization ambiguity
  1-5, 2009-11-17
  

• A supervised learning approach to biological question answering
  271-281, 2009-08-12
  

• Minimally Supervised Question Classification and Answering based on WordNet and Wikipedia
  2009-01-01
  [ Question answering,Question classification,Semantic category,Wikipedia,WordNet ]

• Semi-automatic conversion of BioProp semantic annotation to PASBio annotation
  2008-12-12
  

• Generating patterns for extracting Chinese-Korean named entity translations from the Web
  366-372, 2008-12-01
  [ Chinese-Korean named entity translation , Pattern , The Web ]

• Result identification for biomedical abstracts using conditional random fields
  122-126, 2008-09-29
  

• Biological question answering with syntactic and semantic feature matching and an improved mean reciprocal ranking measurement
  184-189, 2008-09-29
  

• A survey of state of the art biomedical text mining techniques for semantic analysis
  410-417, 2008-09-09
  

• Semi-joint labeling for Chinese named entity recognition
  107-116, 2008-06-25
  [ Chinese word segmentation , Named entity recognition ]

• Generating Patterns for Extracting Chinese-Korean Named Entity Translations from the Web
  2008-01-01
  

• Learning Patterns from the Web to Translate Named Entities for Cross Language Information Retrieval
  281-288, 2008-01-01
  

• Exploiting unlabeled text to extract new words of different semantic transparency for Chinese word segmentation
  931-936, 2008-01-01
  

• Korean-Chinese cross-language information retrieval based on extension of dictionaries and transliteration
  2007-12-01
  [ Korean-Chinese cross-language information retrieval,Query translation ]

• BESearch: A supervised learning approach to search for molecular event participants
  412-417, 2007-12-01
  

• Exploiting unlabeled internal data in conditional random fields to reduce word segmentation errors for Chinese texts
  2944-2947, 2007-12-01
  [ Chinese word segmentation , Internal unlabeled data , Segmentation errors , Text-to-speech ]

• Protein-protein interaction abstract identification with contextual bag of words
  2007-12-01
  

• Identifying protein interaction abstracts with contextual bag of words
  1870-1871, 2007-11-28
  

• Chinese word segmentation with minimal linguistic knowledge: An improved conditional random fields coupled with character clustering and automatically discovered template matching
  274-279, 2006-12-01
  

• On using ensemble methods for Chinese named entity recognition
  142-145, 2006-01-01
  

• BIOSMILE: Adapting semantic role labeling for biomedical verbs: An exponential model coupled with automatically generated template features
  57-64, 2006-01-01
  

• A hybrid approach to biomedical named entity recognition and semantic role labeling
  243-246, 2006-01-01
  

• On closed task of Chinese word segmentation: An improved CRF model coupled with character clustering and automatically generated template matching
  134-137, 2006-01-01
  

• A Semi-Automatic Method for Annotating a Biomedical Proposition Bank
  5-12, 2006-01-01
  

• A knowledge-based approach to citation extraction
  50-55, 2005-12-01
  [ Citation extraction , INFOMAP , Knowledge-based , Ontology ]

• Enhance genomic IR with term variation and expansion: Experiences of the IASL group at genomic track 2005
  2005-12-01
  [ Biomedical literature , Information retrieval , Lexical variation , Query expansion ]

• Applying maximum entropy to robust Chinese shallow parsing
  2005-12-01
  

• Exploiting full parsing information to label semantic roles using an ensemble of ME and SVM via Integer linear programming
  233-236, 2005-01-01
  

• Learning to integrate web taxonomies with fine-grained relations: A case study using maximum entropy model
  190-205, 2005-01-01
  

• Text categorization using automatically acquired domain ontology
  138-145, 2003-01-01
  

• Mencius: A Chinese named entity recognizer using hybrid model
  2003-01-01
  

• A dialogue system with digression handling - An ontology-based approach
  2002-12-01
  

• Exploiting knowledge representation in an intelligent tutoring system for English lexical errors
  115-116, 2002-01-01
  [ Error Diagnosis , Intelligent Tutoring System , Knowledge Representation ]

專書

• Communications in Computer and Information Science
  148-161, 2025-01-01
  [ EHR Text Notes Processing,Healthcare Named Entity Recognition,Longformer-CRF ]