Richard Tzong-Han Tsai

Orcid: 0000-0003-0513-107X

Affiliations:
  • Academia Sinica, Taipei, Taiwan


According to our database1, Richard Tzong-Han Tsai authored at least 155 papers between 2002 and 2024.

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Bibliography

2024
Enhancing Hokkien Dual Translation by Exploring and Standardizing of Four Writing Systems.
CoRR, 2024

SMUTF: Schema Matching Using Generative Tags and Hybrid Features.
CoRR, 2024

Automated Assessment of Fidelity and Interpretability: An Evaluation Framework for Large Language Models' Explanations (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition.
Database J. Biol. Databases Curation, February, 2023

Chat Vector: A Simple Approach to Equip LLMs With New Language Chat Capabilities.
CoRR, 2023

Large Language Models on the Chessboard: A Study on ChatGPT's Formal Language Comprehension and Complex Reasoning Skills.
CoRR, 2023

MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Modeling the evolving social dynamics of political figures with chronological historical records.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023

NCU-IISR: Prompt Engineering on GPT-4 to Stove Biological Problems in BioASQ 11b Phase B.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
EPG2S: Speech Generation and Speech Enhancement Based on Electropalatography and Audio Signals Using Multimodal Learning.
IEEE Signal Process. Lett., 2022

Climate event classification based on historical meteorological records and its presentation on a Spatio-Temporal research platform.
Digit. Scholarsh. Humanit., 2022

Improving low-resource machine transliteration by using 3-way transfer learning.
Comput. Speech Lang., 2022

Cross-language article linking with deep neural network based paragraph encoding.
Comput. Speech Lang., 2022

EPG2S: Speech Generation and Speech Enhancement based on Electropalatography and Audio Signals using Multimodal Learning.
CoRR, 2022

Task reformulation and data-centric approach for Twitter medication name extraction.
Database J. Biol. Databases Curation, 2022

Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

NCU-IISR/AS-GIS: Using BERTScore and Snippet Score to Improve the Performance of Pretrained Language Model in BioASQ 10b Phase B.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Multi-Modal Chatbot in Intelligent Manufacturing.
IEEE Access, 2021

NCU-IISR/AS-GIS: Results of Various Pre-trained Biomedical Language Models and Linear Regression Model in BioASQ Task 9b Phase B.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Multi-modal User Intent Classification Under the Scenario of Smart Factory (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Biomedical named entity recognition and linking datasets: survey and our recent development.
Briefings Bioinform., 2020

DeepEncyclolink: A Cross-Encyclopedia, Cross-language Article-Linking System Based on Deep Learning.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

NCU-IISR: Pre-trained Language Model for CANTEMIST Named Entity Recognition.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Automatic Labeled Data Generation for Person Named Entity Disambiguation on the Ming Shilu.
Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

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.
Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

NCU-IISR: Using a Pre-trained Language Model and Logistic Regression Model for BioASQ Task 8b Phase B.
Proceedings of the Working Notes of CLEF 2020, 2020

2019
Revised JNLPBA Corpus: A Revised Version of Biomedical NER Corpus for Relation Extraction Task.
CoRR, 2019

The extraction of complex relationships and their conversion to biological expression language (BEL) overview of the BioCreative VI (2017) BEL track.
Database J. Biol. Databases Curation, 2019

Using Deep-Q Network to Select Candidates from N-best Speech Recognition Hypotheses for Enhancing Dialogue State Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Statistical principle-based approach for gene and protein related object recognition.
J. Cheminformatics, 2018

Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Automatic Question Generation from Children's Stories for Companion Chatbot.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

2017
Context-aware sentiment propagation using LDA topic modeling on Chinese ConceptNet.
Soft Comput., 2017

Question Retrieval with Distributed Representations and Participant Reputation in Community Question Answering.
Int. J. Comput. Linguistics Chin. Lang. Process., 2017

Question Retrieval with Distributed Representations and Participant Reputation in Community Question Answering.
Proceedings of the 29th Conference on Computational Linguistics and Speech Processing, 2017

Encyclolink: A Cross-Encyclopedia, Cross-language Article-Linking System and Web-based Search Interface.
Proceedings of the IJCNLP 2017, Tapei, Taiwan, November 27, 2017

A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification.
Proceedings of the IJCNLP 2017, Tapei, Taiwan, November 27, 2017

Enhancing Drug-Drug Interaction Classification with Corpus-level Feature and Classifier Ensemble.
Proceedings of the International Workshop on Digital Disease Detection using Social Media, 2017

WeisoEvent: A Ming-Weiso Event Analytics Tool with Named Entity Markup and Spatial-Temporal Information Linking.
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017

2016
Collective Web-Based Parenthetical Translation Extraction Using Markov Logic Networks.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Cross-language article linking with different knowledge bases using bilingual topic model and translation features.
Knowl. Based Syst., 2016

NERChem: adapting NERBio to chemical patents via full-token features and named entity feature with chemical sub-class composition.
Database J. Biol. Databases Curation, 2016

BelSmile: a biomedical semantic role labeling approach for extracting biological expression language from text.
Database J. Biol. Databases Curation, 2016

Aspect-category-based sentiment classification with aspect-opinion relation.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2016

NCU IISR System for NTCIR-12 MobileClick2.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

2015
The CHEMDNER corpus of chemicals and drugs and its annotation principles.
J. Cheminformatics, 2015

Enhancing of chemical compound and drug name recognition using representative tag scheme and fine-grained tokenization.
J. Cheminformatics, 2015

A context-aware approach for progression tracking of medical concepts in electronic medical records.
J. Biomed. Informatics, 2015

Contextual restaurant recommendation utilizing implicit feedback.
Proceedings of the 24th Wireless and Optical Communication Conference, 2015

Topic-aware sentiment prediction for Chinese ConceptNet.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

基於 Word2Vec 詞向量的網路情緒文和流行音樂媒合方法之研究(Matching Internet Mood Essays with Pop-Music Based on Word2Vec)[In Chinese].
Proceedings of the 27th Conference on Computational Linguistics and Speech Processing, 2015

Textual Analysis for Studying Chinese Historical Documents and Literary Novels.
Proceedings of the ASE BigData & SocialInformatics 2015, 2015

NCU IISR English-Korean and English-Chinese Named Entity Transliteration Using Different Grapheme Segmentation Approaches.
Proceedings of the Fifth Named Entity Workshop, 2015

2014
Using relation selection to improve value propagation in a ConceptNet-based sentiment dictionary.
Knowl. Based Syst., 2014

Transliteration Extraction from Classical Chinese Buddhist Literature Using Conditional Random Fields with Language Models.
Int. J. Comput. Linguistics Chin. Lang. Process., 2014

Joint Learning of Entity Linking Constraints Using a Markov-Logic Network.
Int. J. Comput. Linguistics Chin. Lang. Process., 2014

A resource-saving collective approach to biomedical semantic role labeling.
BMC Bioinform., 2014

LiverCancerMarkerRIF: a liver cancer biomarker interactive curation system combining text mining and expert annotations.
Database J. Biol. Databases Curation, 2014

BioC interoperability track overview.
Database J. Biol. Databases Curation, 2014

A Hybrid System for Temporal Relation Extraction from Discharge Summaries.
Proceedings of the Technologies and Applications of Artificial Intelligence, 2014

Cross-Domain Opinion Word Identification with Query-By-Committee Active Learning.
Proceedings of the Technologies and Applications of Artificial Intelligence, 2014

NCU IISR System for NTCIR-11 MedNLP-2 Task.
Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, 2014

Improving iUnit Retrieval with Query Classification and Multi-Aspect iUnit Scoring: The IISR System at NTCIR-11 MobileClick Task.
Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, 2014

Polarity Detection of Online Reviews Using Sentiment Concepts: NCU IISR Team at ESWC-14 Challenge on Concept-Level Sentiment Analysis.
Proceedings of the Semantic Web Evaluation Challenge, 2014

Cross-language and Cross-encyclopedia Article Linking Using Mixed-language Topic Model and Hypernym Translation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Transliteration Pair Extraction from Classical Chinese Buddhist Literature Using Phonetic Similarity Measurement.
New Gener. Comput., 2013

Building a Graded Chinese Sentiment Dictionary Based on Commonsense Knowledge for Sentiment Analysis of Song Lyrics.
J. Inf. Sci. Eng., 2013

TEMPTING system: A hybrid method of rule and machine learning for temporal relation extraction in patient discharge summaries.
J. Biomed. Informatics, 2013

Building a Concept-Level Sentiment Dictionary Based on Commonsense Knowledge.
IEEE Intell. Syst., 2013

T-HOD: a literature-based candidate gene database for hypertension, obesity and diabetes.
Database J. Biol. Databases Curation, 2013

Transliteration Extraction from Classical Chinese Buddhist Literature Using Conditional Random Fields.
Proceedings of the 27th Pacific Asia Conference on Language, Information and Computation, 2013

2012
Improving Protein-Protein Interaction Pair Ranking with an Integrated Global Association Score.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

A Generative Data Augmentation Model for Enhancing Chinese Dialect Pronunciation Prediction.
IEEE Trans. Speech Audio Process., 2012

Validating Contradiction in Texts Using Online Co-Mention Pattern Checking.
ACM Trans. Asian Lang. Inf. Process., 2012

Coreference resolution of medical concepts in discharge summaries by exploiting contextual information.
J. Am. Medical Informatics Assoc., 2012

Enhancement of Feature Engineering for Conditional Random Field Learning in Chinese Word Segmentation Using Unlabeled Data.
Int. J. Comput. Linguistics Chin. Lang. Process., 2012

Unsupervised Japanese-Chinese Opinion Word Translation using Dependency Distance and Feature-Opinion Association Weight.
Proceedings of the COLING 2012, 2012

English-Korean Named Entity Transliteration Using Substring Alignment and Re-ranking Methods.
Proceedings of the 4th Named Entity Workshop, 2012

2011
Visual webpage block importance prediction using conditional random fields.
J. Assoc. Inf. Sci. Technol., 2011

Multi-stage gene normalization for full-text articles with context-based species filtering for dynamic dictionary entry selection.
BMC Bioinform., 2011

Dynamic programming re-ranking for PPI interactor and pair extraction in full-text articles.
BMC Bioinform., 2011

The gene normalization task in BioCreative III.
BMC Bioinform., 2011

Integration of gene normalization stages and co-reference resolution using a Markov logic network.
Bioinform., 2011

Unsupervised Overlapping Feature Selection for Conditional Random Fields Learning in Chinese Word Segmentation.
Proceedings of the 23rd Conference on Computational Linguistics and Speech Processing, 2011

Evaluation via Negativa of Chinese Word Segmentation for Information Retrieval.
Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation, 2011

IISR Crosslink Approach at NTCIR 9 CLLD Task.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

Query and tag translation for Chinese-Korean cross-language social media retrieval.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Entity Disambiguation Using a Markov-Logic Network.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Enhancing Search Results with Semantic Annotation Using Augmented Browsing.
Proceedings of the IJCAI 2011, 2011

English-Korean Named Entity Transliteration Using Statistical Substring-based and Rule-based Approaches.
Proceedings of the 3rd Named Entities Workshop, 2011

2010
Multistage Gene Normalization and SVM-Based Ranking for Protein Interactor Extraction in Full-Text Articles.
IEEE ACM Trans. Comput. Biol. Bioinform., 2010

Japanese-Chinese Information Retrieval With and Iterative Weightin g Scheme.
J. Inf. Sci. Eng., 2010

Using Contextual Information to Clarify Cross-Species Gene Normalization Ambiguity.
Int. J. Softw. Eng. Knowl. Eng., 2010

Chinese text segmentation: A hybrid approach using transductive learning and statistical association measures.
Expert Syst. Appl., 2010

基於非監督式詞義消歧之日語旅遊意見詞翻譯 (Japanese Opinion Word Translation Based on Unsupervised Word Sense Disambiguation in the Travel Domain) [In Chinese].
Proceedings of the 22th Conference on Computational Linguistics and Speech Processing, 2010

Enhance Japanese Opinionated Sentence Identification Using Linguistic Features: Experiences of the IISR Group at NTCIR-8 MOAT Task.
Proceedings of the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2010

Global Ranking via Data Fusion.
Proceedings of the COLING 2010, 2010

2009
New Challenges for Biological Text-Mining in the Next Decade.
J. Comput. Sci. Technol., 2009

Using conditional random fields for result identification in biomedical abstracts.
Integr. Comput. Aided Eng., 2009

A supervised learning approach to biological question answering.
Integr. Comput. Aided Eng., 2009

Web-based pattern learning for named entity translation in Korean-Chinese cross-language information retrieval.
Expert Syst. Appl., 2009

Learning weights for translation candidates in Japanese-Chinese information retrieval.
Expert Syst. Appl., 2009

HypertenGene: extracting key hypertension genes from biomedical literature with position and automatically-generated template features.
BMC Bioinform., 2009

PubMed-EX: a web browser extension to enhance PubMed search with text mining features.
Bioinform., 2009

Minimally Supervised Question Classification and Answering based on WordNet and Wikipedia.
Proceedings of the 21st Conference on Computational Linguistics and Speech Processing, 2009

Rule-based Korean Grapheme to Phoneme Conversion Using Sound Patterns.
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

Modeling the Relationship among Linguistic Typological Features with Hierarchical Dirichlet Process.
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

WikiSense: Supersense Tagging of Wikipedia Named Entities Based WordNet.
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

A Maximum Entropy Approach to Chinese Grapheme-to-Phoneme Conversion.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Using Contextual Information to Clarify Gene Normalization Ambiguity.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

The power of words: Enhancing music mood estimation with textual input of lyrics.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008
BIOSMILE web search: a web application for annotating biomedical entities and relations.
Nucleic Acids Res., 2008

Web taxonomy integration with hierarchical shrinkage algorithm and fine-grained relations.
Expert Syst. Appl., 2008

Exploiting likely-positive and unlabeled data to improve the identification of protein-protein interaction articles.
BMC Bioinform., 2008

Semi-automatic conversion of BioProp semantic annotation to PASBio annotation.
BMC Bioinform., 2008

A Survey of State of the Art Biomedical Text Mining Techniques for Semantic Analysis.
Proceedings of the IEEE International Conference on Sensor Networks, 2008

Generating Patterns for Extracting Chinese-Korean Named Entity Translations from theWeb.
Proceedings of the 20th Conference on Computational Linguistics and Speech Processing, 2008

Result identification for biomedical abstracts using Conditional Random Fields.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Biological question answering with syntactic and semantic feature matching and an improved mean reciprocal ranking measurement.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Learning Patterns from the Web to Translate Named Entities for Cross Language Information Retrieval.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Exploiting Unlabeled Text to Extract New Words of Different Semantic Transparency for Chinese Word Segmentation.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Semi-joint Labeling for Chinese Named Entity Recognition.
Proceedings of the Information Retrieval Technology, 2008

2007
Reference metadata extraction using a hierarchical knowledge representation framework.
Decis. Support Syst., 2007

BIOSMILE: A semantic role labeling system for biomedical verbs using a maximum-entropy model with automatically generated template features.
BMC Bioinform., 2007

Korean-Chinese Cross-Language Information Retrieval Based on Extension of Dictionaries and Transliteration.
Proceedings of the 19th Conference on Computational Linguistics and Speech Processing, 2007

Korean-Chinese Person Name Translation for Cross Language Information Retrieval.
Proceedings of the 21st Pacific Asia Conference on Language, Information and Computation, 2007

IASL System for NTCIR-6 Korean-Chinese Cross-Language Information Retrieval.
Proceedings of the 6th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2007

Protein-Protein Interaction Abstract Identification with Contextual Bag of Words.
Proceedings of the Short Paper Proceedings of the 2nd International Symposium on Languages in Biology and Medicine (LBM 2007), 2007

BESearch: A Supervised Learning Approach to Search for Molecular Event Participants.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Exploiting unlabeled internal data in conditional random fields to reduce word segmentation errors for Chinese texts.
Proceedings of the INTERSPEECH 2007, 2007

Identifying Protein Interaction Abstracts with Contextual Bag of Words.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Integrating linguistic knowledge into a conditional random fieldframework to identify biomedical named entities.
Expert Syst. Appl., 2006

Various criteria in the evaluation of biomedical named entity recognition.
BMC Bioinform., 2006

NERBio: using selected word conjunctions, term normalization, and global patterns to improve biomedical named entity recognition.
BMC Bioinform., 2006

A Hybrid Approach to Biomedical Named Entity Recognition and Semantic Role Labeling.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Chinese word segmentation with minimal linguistic knowledge: An improved conditional random fields coupled with character clustering and automatically discovered template matching.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

BIOSMILE: Adapting Semantic Role Labeling for Biomedical Verbs.
Proceedings of the Workshop on Linking Natural Language and Biology, 2006

On Using Ensemble Methods for Chinese Named Entity Recognition.
Proceedings of the Fifth Workshop on Chinese Language Processing, 2006

On Closed Task of Chinese Word Segmentation: An Improved CRF Model Coupled with Character Clustering and Automatically Generated Template Matching.
Proceedings of the Fifth Workshop on Chinese Language Processing, 2006

2005
Applying Maximum Entropy to Robust Chinese Shallow Parsing.
Proceedings of the 17th Conference on Computational Linguistics and Speech Processing, 2005

ASQA: Academia Sinica Question Answering System for NTCIR-5 CLQA.
Proceedings of the Fifth NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2005

A knowledge-based approach to citation extraction.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

Using Maximum Entropy to Extract Biomedical Named Entities without Dictionaries.
Proceedings of the Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju Island, Republic of Korea, October 11-13, 2005, 2005

Exploiting Full Parsing Information to Label Semantic Roles Using an Ensemble of ME and SVM via Integer Linear Programming.
Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005

Learning to Integrate Web Taxonomies with Fine-Grained Relations: A Case Study Using Maximum Entropy Model.
Proceedings of the Information Retrieval Technology, 2005

2004
Mencius: A Chinese Named Entity Recognizer Using the Maximum Entropy-based Hybrid Model.
Int. J. Comput. Linguistics Chin. Lang. Process., 2004

The Construction of a Chinese Named Entity Tagged Corpus: CNEC1.0.
Proceedings of the 16th Conference on Computational Linguistics and Speech Processing, 2004

A Maximum Entropy Approach to Biomedical Named Entity Recognition.
Proceedings of the 4th ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2004), 2004

2003
Mencius: A Chinese Named Entity Recognizer Using Hybrid Model.
Proceedings of the 15th Conference on Computational Linguistics and Speech Processing, 2003

Text categorization using automatically acquired domain ontology.
Proceedings of the Sixth International Workshop on Information Retrieval with Asian Languages, 2003

Domain Event Extraction and Representation with Domain Ontology.
Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

2002
Exploiting Knowledge Representation in an Intelligent Tutoring System for English Lexical Errors.
Proceedings of the International Conference on Computers in Education, 2002

A Dialogue System with Digression Handling-An Ontology-Based Approach.
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002


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