Sung-Hyon Myaeng

According to our database1, Sung-Hyon Myaeng authored at least 162 papers between 1985 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

2023
Discern and Answer: Mitigating the Impact of Misinformation in Retrieval-Augmented Models with Discriminators.
CoRR, 2023

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Graph-Induced Transformers for Efficient Multi-Hop Question Answering.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Maximizing Efficiency of Language Model Pre-training for Learning Representation.
CoRR, 2021

UHD-BERT: Bucketed Ultra-High Dimensional Sparse Representations for Full Ranking.
CoRR, 2021

Have You Seen That Number? Investigating Extrapolation in Question Answering Models.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Leveraging Order-Free Tag Relations for Context-Aware Recommendation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
A Sequence-Oblivious Generation Method for Context-Aware Hashtag Recommendation.
CoRR, 2020

Regularization of Distinct Strategies for Unsupervised Question Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Handling Anomalies of Synthetic Questions in Unsupervised Question Answering.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Roles and Utilization of Attention Heads in Transformer-based Neural Language Models.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Aligning Open IE Relations and KB Relations using a Siamese Network Based on Word Embedding.
Proceedings of the 13th International Conference on Computational Semantics, 2019

Pre-Training a Neural Model to Overcome Data Scarcity in Relation Extraction from Text.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Let Me Know What to Ask: Interrogative-Word-Aware Question Generation.
Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018
Enumerating Trillion Subgraphs On Distributed Systems.
ACM Trans. Knowl. Discov. Data, 2018

A discourse-aware neural network-based text model for document-level text classification.
J. Inf. Sci., 2018

Predicting event mentions based on a semantic analysis of microblogs for inter-region relationships.
J. Inf. Sci., 2018

Interpretable Word Embedding Contextualization.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

On Temporally Sensitive Word Embeddings for News Information Retrieval.
Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval co-located with 40th European Conference on Information Retrieval (ECIR 2018), 2018

2017
A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Tree-Structured Curriculum Learning Based on Semantic Similarity of Text.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Computing Interdisciplinarity of Scholarly Objects using an Author-Citation-Text Model.
Proceedings of the Fifth Workshop on Bibliometric-enhanced Information Retrieval (BIR) co-located with the 39th European Conference on Information Retrieval (ECIR 2017), 2017

Beyond connectivity of social networks: gleaning knowledge from thematic analysis of the content.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2017

A New Question Answering Approach with Conceptual Graphs.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2017

Multi-source food hazard event extraction for public health.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016
Capturing Word Choice Patterns with LDA for Fake Review Detection in Sentiment Analysis.
Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, 2016

Discovering Relations to Augment a Web-scale Knowledge Base Constructed from the Web.
Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, 2016

Social media analytics for understanding inter-region interest change dynamics and their causes.
Proceedings of the 8th ACM Conference on Web Science, 2016

PTE: Enumerating Trillion Triangles On Distributed Systems.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Partition Aware Connected Component Computation in Distributed Systems.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Food hazard event extraction based on news and social media: A preliminary work.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

A Topic Transition Map for Query Expansion: A Semantic Analysis of Click-Through Data and Test Collections.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015
Observing Behaviors of Information Diffusion Models for Diverse Topics of Posts on VK.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

An extension of topic models for text classification: A term weighting approach.
Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015

Analysis of Spatially Oriented Topic Versatility over Time on Social Media.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Utilizing global and path information with language modelling for hierarchical text classification.
J. Inf. Sci., 2014

Wikipedia-based query phrase expansion in patent class search.
Inf. Retr., 2014

Introducing the omega-machine.
Proceedings of the 23rd International World Wide Web Conference, 2014

Exploring the user-generated content (UGC) uploading behavior on youtube.
Proceedings of the 23rd International World Wide Web Conference, 2014

Topic-based place semantics discovered from microblogging text messages.
Proceedings of the 23rd International World Wide Web Conference, 2014

Identifying Disease Definitions with a Correlation Kernel for Symptom Extractions from Text.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Analyzing topic drift in query expansion for Information Retrieval from a large-scale patent DataBase.
Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

2013
Experiential Knowledge Mining.
Found. Trends Web Sci., 2013

Automatic extraction of advice-revealing sentences foradvice mining from online forums.
Proceedings of the 7th International Conference on Knowledge Capture, 2013

Automatic organization of human task goals for web-scale problem solving knowledge.
Proceedings of the 7th International Conference on Knowledge Capture, 2013

Feature Selection Using a Semantic Hierarchy for Event Recognition and Type Classification.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Discovering Dedicators with Topic-Based Semantic Social Networks.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Exploiting External Data for Training a Cancer Clause Classifier.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Using Candidate Exploration and Ranking for Abbreviation Resolution in Clinical Document.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013

Using WordNet Hypernyms and Dependency Features for Phrasal-Level Event Recognition and Type Classification.
Proceedings of the Advances in Information Retrieval, 2013

Toward advice mining: conditional random fields for extracting advice-revealing text units.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Measuring touch bias of one thumb posture on direct touch-based mobile devices.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Semantic Rule-Based Determination of Cancer Stages from Free-Text Radiology Reports.
Proceedings of the Advances in Biomedical Infrastructure 2013, 2013

Integrated instance- and class-based generative modeling for text classification.
Proceedings of the Australasian Document Computing Symposium, 2013

2012
Terminological paraphrase extraction from scientific literature based on predicate argument tuples.
J. Inf. Sci., 2012

A novel term weighting scheme based on discrimination power obtained from past retrieval results.
Inf. Process. Manag., 2012

Effects of answer weight boosting in strategy-driven question answering.
Inf. Process. Manag., 2012

Actionable Clause Detection from Non-imperative Sentences in Howto Instructions: A Step for Actionable Information Extraction.
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

Using Syntactic Dependencies and WordNet Classes for Noun Event Recognition.
Proceedings of the Workhop on Detection, 2012

Query Enhancement for Patent Prior-Art-Search Based on Keyterm Dependency Relations and Semantic Tags.
Proceedings of the Multidisciplinary Information Retrieval, 2012

Towards a Social Memory: Human Experience Mining and Semantic Social Networks.
Proceedings of the IIAI International Conference on Advanced Applied Informatics, 2012

Semantic Social Networks Constructed by Topical Aspects of Conversations: An Explorative Study.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Mining advices from weblogs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

A Generate-and-Test Method of Detecting Negative-Sentiment Sentences.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012

2011
Compositional question answering: A divide and conquer approach.
Inf. Process. Manag., 2011

Geo-temporal Information Retrieval Based on Semantic Role Labeling and Rank Aggregation.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

Text Classification for a Large-Scale Taxonomy Using Dynamically Mixed Local and Global Models for a Node.
Proceedings of the Advances in Information Retrieval, 2011

Extracting targets and attributes of medical findings from radiology reports in a mixture of languages.
Proceedings of the ACM International Conference on Bioinformatics, 2011

Procedural Knowledge Extraction on MEDLINE Abstracts.
Proceedings of the Active Media Technology - 7th International Conference, 2011

Feasibility Study for Procedural Knowledge Extraction in Biomedical Documents.
Proceedings of the Information Retrieval Technology, 2011

Query Phrase Expansion Using Wikipedia in Patent Class Search.
Proceedings of the Information Retrieval Technology, 2011

2010
Automatic construction of a large-scale situation ontology by mining how-to instructions from the web.
J. Web Semant., 2010

Personal Information Access Using Proactive Search and Mobile Hypertext.
IEEE Intell. Syst., 2010

Combining global and local information for enhanced deep classification.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Identifying Controversial Issues and Their Sub-topics in News Articles.
Proceedings of the Intelligence and Security Informatics, Pacific Asia Workshop, 2010

A Game-based Evaluation Method for Subjective Tasks Involving Text Content Analysis.
Proceedings of the 3rd International Workshop on Evaluating Information Access, 2010

Detecting Opinions and their Opinion Targets in NTCIR-8.
Proceedings of the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2010

IRNLP@KAIST in Subtask of Research Papers Classification in NTCIR-8.
Proceedings of the 8th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2010

What aspects do people search in geo-referenced text?
Proceedings of the Third International Workshop on Location and the Web, 2010

Generating Domain-Specific Clues Using News Corpus for Sentiment Classification.
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

Simplicity is Better: Revisiting Single Kernel PPI Extraction.
Proceedings of the COLING 2010, 2010

Detecting Experiences from Weblogs.
Proceedings of the ACL 2010, 2010

2009
Guiding Practical Text Classification Framework to Optimal State in Multiple Domains.
KSII Trans. Internet Inf. Syst., 2009

Concept unification of terms in different languages via web mining for Information Retrieval.
Inf. Process. Manag., 2009

Automatic discovery of technology trends from patent text.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Generating and mixing feature sets from language models for sentiment classification.
Proceedings of the 5th International Conference on Natural Language Processing and Knowledge Engineering, 2009

A Patent Retrieval Method using Semantic Annotations.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009

Domain-specific sentiment analysis using contextual feature generation.
Proceedings of the 1st International CIKM Workshop on Topic-Sentiment Analysis for Mass Opinion, 2009

2008
A Web-Based Automated System for Industry and Occupation Coding.
Proceedings of the Web Information Systems Engineering, 2008

Extracting Topic-related Opinions and their Targets in NTCIR-7.
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

Supporting mixed initiative human-robot interaction: A script-based cognitive architecture approach.
Proceedings of the International Joint Conference on Neural Networks, 2008

An Interactive Information Seeking Interface for Exploratory Search.
Proceedings of the ICEIS 2008, 2008

An Opinion Analysis System Using Domain-Specific Lexical Knowledge.
Proceedings of the Information Retrieval Technology, 2008

2007
Optimization of Domain-Independent Classification Framework for Mood Classification.
J. Inf. Process. Syst., 2007

Semantic passage segmentation based on sentence topics for question answering.
Inf. Sci., 2007

A probabilistic music recommender considering user opinions and audio features.
Inf. Process. Manag., 2007

Special issue on AIRS2005: Information retrieval research in Asia.
Inf. Process. Manag., 2007

Use of place information for improved event tracking.
Inf. Process. Manag., 2007

Determining Mood for a Blog by Combining Multiple Sources of Evidence.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Designing a Cognitive Case-Based Planning Framework for Home Service Robots.
Proceedings of the IEEE RO-MAN 2007, 2007

Opinion Analysis based on Lexical Clues and their Expansion.
Proceedings of the 6th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2007

Integrating Robot Task Scripts with a Cognitive Architecture for Cognitive Human-Robot Interactions.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Identifying Opinion Holders in Opinion Text from Online Newspapers.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Building a Large-Scale Commonsense Knowledge Base by Converting an Existing One in a Different Language.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

Adaptive Novice Supporter.
Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2007

2006
Some Effective Techniques for Naive Bayes Text Classification.
IEEE Trans. Knowl. Data Eng., 2006

Theme Assignment for Sentences Based on Head-Driven Patterns.
IEICE Trans. Inf. Syst., 2006

A Hybrid Mood Classification Approach for Blog Text.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Integration of low level linguistic information for clinical document semantic tagging.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

Semantic Tagging for Medical Knowledge Tracking.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Translation of Unknown Terms Via Web Mining for Information Retrieval.
Proceedings of the Information Retrieval Technology, 2006

Text Mining for Medical Documents Using a Hidden Markov Model.
Proceedings of the Information Retrieval Technology, 2006

Concept Unification of Terms in Different Languages for IR.
Proceedings of the ACL 2006, 2006

2005
Improving query translation in English-Korean cross-language information retrieval.
Inf. Process. Manag., 2005

Text Summarization Based on Sentence Clustering with Rhetorical Structure Information.
Int. J. Comput. Process. Orient. Lang., 2005

Clustering for probabilistic model estimation for CF.
Proceedings of the 14th international conference on World Wide Web, 2005

A Theme Allocation for a Sentence Based on Head Driven Patterns.
Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

Overview of CLIR Task at the Fifth NTCIR Workshop.
Proceedings of the Fifth NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2005

Improving Rule Generation Precision for Domain Knowledge based Wrappers.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

A Probabilistic Model for Music Recommendation Considering Audio Features.
Proceedings of the Information Retrieval Technology, 2005

Effective Use of Place Information for Event Tracking.
Proceedings of the Information Retrieval Technology, 2005

2004
Introduction to the special issue on computer processing of oriental languages.
ACM Trans. Asian Lang. Inf. Process., 2004

Usefulness of temporal information automatically extracted from news articles for topic tracking.
ACM Trans. Asian Lang. Inf. Process., 2004

Cross-lingual information retrieval (CLIR) task at the NTCIR workshop 3.
SIGIR Forum, 2004

Unsupervised word sense disambiguation using WordNet relatives.
Comput. Speech Lang., 2004

Overview of CLIR Task at the Fourth NTCIR Workshop.
Proceedings of the Fourth NTCIR Workshop on Research in Information Access Technologies Information Retrieval, 2004

Automatic Identification of Text Genres and Their Roles in Subject-Based Categorization.
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

2003
A Multimedia Digital Library System Based on MPEG-7 and XQuery.
Proceedings of the Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access, 2003

2002
Toward a Global Digital Library: Generalizing US-Korea Collaboration on Digital Libraries.
D Lib Mag., 2002

Text genre classification with genre-revealing and subject-revealing features.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Characteristics of the Korean Test Collection for CLIR in NTCIR-3.
Proceedings of the Third NTCIR Workshop on Research in Information Retrieval, 2002

Simple Query Translation Methods for Korean-English and Korean-Chinese CLIR in NTCIR Experiments.
Proceedings of the Third NTCIR Workshop on Research in Information Retrieval, 2002

Overview of CLIR Task at the Third NTCIR Workshop.
Proceedings of the Third NTCIR Workshop on Research in Information Retrieval, 2002

Practical Method for a Learning-Based Collection Fusion.
Proceedings of the 2002 International Conference on Machine Learning and Applications, 2002

US-Korea Collaboration on Digital Libraries: An Overview and Generalization for Pacific Rim Collaboration.
Proceedings of the Digital Libraries: People, 2002

2001
Using cause-effect relations in text to improve information retrieval precision.
Inf. Process. Manag., 2001

Panel: Evaluation of Multilingual Information Access; Evaluation Methods & Metrics, Resources, & International Collaboration.
Proceedings of the Third Second Workshop Meeting on Evaluation of Chinese & Japanese Text Retrieval and Text Summarization, 2001

2000
A practical hypertext categorization method using links and incrementally available class information.
Proceedings of the SIGIR 2000: Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2000

A Digital Library System for Easy Creation/Manipulation of New Documents from Existing Resources.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Visualization of Retrieval Results using DART.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

1999
Information retrieval with Asian languages: an introduction.
Inf. Process. Manag., 1999

Automatic identification and back-transliteration of foreign words for information retrieval.
Inf. Process. Manag., 1999

Visualization of Retrieved Documents using a Presentation Server
CoRR, 1999

Complementing dictionary-based query translations with corpus statistics for cross-language IR.
Proceedings of Machine Translation Summit VII, 1999

Using Mutual Information to Resolve Query Translation Ambiguities and Query Term Weighting.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999

1998
R&D for a Nationwide General-Purpose System.
Commun. ACM, 1998

A Flexible Model for Retrieval of SGML Documents.
Proceedings of the SIGIR '98: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1998

1997
Development of a Document Summarization System for Effective Information Services.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 1997

1996
Image Organization and Retrieval with Automatically Constructed Feature Vectors.
Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1996

1994
Linguistic Processing of Text for Large-Scale Conceptual Information Retrieval System.
Proceedings of the Conceptual Structures: Current Practices, 1994

1993
DR-LINK: A System Update for TREC-2.
Proceedings of The Second Text REtrieval Conference, 1993

DR-LINK System: Phase I Summary.
Proceedings of the TIPSTER TEXT PROGRAM: PHASE I: Proceedings of a Workshop held at Fredricksburg, 1993

1992
DR-LINK: Document Retrieval Using Linguistic Knowledge.
SIGIR Forum, 1992

TIPSTER Panel - DR-LINK's Linguistic-Conceptual Approach to Document Detection.
Proceedings of The First Text REtrieval Conference, 1992

1990
Integration of user profiles: models and experiments in information retrieval.
Inf. Process. Manag., 1990

1987
A Concept Version.
Proceedings of the Methodologies for Intelligent Systems, 1987

1986
Towards an intelligent and personalized retrieval system.
Proceedings of the ACM SIGART International Symposium on Methodologies for Intelligent Systems, 1986

1985
Dynamic user profile in information retrieval (abstract only).
Proceedings of the 13th ACM Annual Conference on Computer Science, 1985


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