Jungyun Seo

Orcid: 0000-0003-3670-7334

According to our database1, Jungyun Seo authored at least 112 papers between 1988 and 2023.

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

Timeline

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Bibliography

2023
Natural-Language-Driven Multimodal Representation Learning for Audio-Visual Scene-Aware Dialog System.
Sensors, September, 2023

Knowledge-grounded dialogue modelling with dialogue-state tracking, domain tracking, and entity extraction.
Comput. Speech Lang., 2023

2022
BERT-based response selection in dialogue systems using utterance attention mechanisms.
Expert Syst. Appl., 2022

Novel regularization method for the class imbalance problem.
Expert Syst. Appl., 2022

2021
Randomly Wired Network Based on RoBERTa and Dialog History Attention for Response Selection.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Adaptive Named Entity Recognition Using Distant Supervision for Contemporary Written Texts.
IEEE Access, 2021

Fine-grained Post-training for Improving Retrieval-based Dialogue Systems.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Improved Machine Reading Comprehension Using Data Validation for Weakly Labeled Data.
IEEE Access, 2020

Construction of Machine-Labeled Data for Improving Named Entity Recognition by Transfer Learning.
IEEE Access, 2020

Hybrid Sense Classification Method for Large-Scale Word Sense Disambiguation.
IEEE Access, 2020

NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Noise Improves Noise: Verification of Pre-Training Effect with Weakly Labeled Data on Social Media NER.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019
Effective vector representation for the Korean named-entity recognition.
Pattern Recognit. Lett., 2019

Improving Neural Machine Translation by Filtering Synthetic Parallel Data.
Entropy, 2019

Unsupervised-learning-based keyphrase extraction from a single document by the effective combination of the graph-based model and the modified C-value method.
Comput. Speech Lang., 2019

A Bi-LSTM memory network for end-to-end goal-oriented dialog learning.
Comput. Speech Lang., 2019

A Bootstrapping Approach With CRF and Deep Learning Models for Improving the Biomedical Named Entity Recognition in Multi-Domains.
IEEE Access, 2019

ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Transfer Learning from Automatically Annotated Data for Recognizing Named Entities in Recent Generated Texts.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Extensive Use of Morpheme Features in Korean Dependency Parsing.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018
An Efficient Framework for Development of Task-Oriented Dialog Systems in a Smart Home Environment.
Sensors, 2018

Statistical Text Summarization Using a Category-Based Language Model on a Bootstrapping Framework.
Int. J. Artif. Intell. Tools, 2018

Optimizing Policy via Deep Reinforcement Learning for Dialogue Management.
Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017
Speech-Act Classification Using a Convolutional Neural Network Based on POS Tag and Dependency-Relation Bigram Embedding.
IEICE Trans. Inf. Syst., 2017

A Method to Generate a Machine-Labeled Data for Biomedical Named Entity Recognition with Various Sub-Domains.
Proceedings of the International Workshop on Digital Disease Detection using Social Media, 2017

A Robust Named-Entity Recognition System Using Syllable Bigram Embedding with Eojeol Prefix Information.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Convolutional Neural Network using a threshold predictor for multi-label speech act classification.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016
How to Improve Text Summarization and Classification by Mutual Cooperation on an Integrated Framework.
Expert Syst. Appl., 2016

2015
Efficient Keyword Extraction and Text Summarization for Reading Articles on Smart Phone.
Comput. Informatics, 2015

Improved Entity Linking with User History and News Articles.
Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation, 2015

A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones.
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

Dialogue Platform for Interactive Personal Assistant Software.
Proceedings of the Natural Language Dialog Systems and Intelligent Assistants, 2015

2014
Improving domain action classification in goal-oriented dialogues using a mutual retraining method.
Pattern Recognit. Lett., 2014

Two-phase reanalysis model for understanding user intention.
Pattern Recognit. Lett., 2014

Lightweight Morphological Analysis Model for Smart Home Applications Based on Natural Language Interfaces.
Int. J. Distributed Sens. Networks, 2014

Development of Small Footprint Korean Large Vocabulary Speech Recognition for Commanding a Standalone Robot.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

Title named entity recognition using wikipedia and abbreviation generation.
Proceedings of the International Conference on Big Data and Smart Computing, BIGCOMP 2014, 2014

2013
Hierarchical speech-act classification for discourse analysis.
Pattern Recognit. Lett., 2013

An Integrated Neural Network Model for Domain Action Determination in Goal-Oriented Dialogues.
J. Inf. Process. Syst., 2013

A dialogue management system using a corpus-based framework and a dynamic dialogue transition model.
AI Commun., 2013

2012
A statistical prediction model of speakers' intentions using multi-level features in a goal-oriented dialog system.
Pattern Recognit. Lett., 2012

Improving Korean verb-verb morphological disambiguation using lexical knowledge from unambiguous unlabeled data and selective web counts.
Pattern Recognit. Lett., 2012

Translation Assistance System Based on Selective Weighting and Cluster-Based Searching Methods.
Int. J. Artif. Intell. Tools, 2012

2011
Efficient appointment information extraction from short messages in mobile devices with limited hardware resources.
Pattern Recognit. Lett., 2011

Issues and Empirical Results for Improving Text Classification.
J. Comput. Sci. Eng., 2011

Review of Korean Speech Act Classification: Machine Learning Methods.
J. Comput. Sci. Eng., 2011

Lightweight Named Entity Extraction for Korean Short Message Service Text.
KSII Trans. Internet Inf. Syst., 2011

2010
A reliable multidomain model for speech act classification.
Pattern Recognit. Lett., 2010

2009
Text classification from unlabeled documents with bootstrapping and feature projection techniques.
Inf. Process. Manag., 2009

Dialogue Strategies to Overcome Speech Recognition Errors in Form-Filling Dialogue.
Proceedings of the Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 2009

2008
An effective sentence-extraction technique using contextual information and statistical approaches for text summarization.
Pattern Recognit. Lett., 2008

Pseudo-relevance feedback and statistical query expansion for web snippet generation.
Inf. Process. Lett., 2008

Cluster-Based FAQ Retrieval Using Latent Term Weights.
IEEE Intell. Syst., 2008

Domain action classification using a maximum entropy model in a schedule management domain.
AI Commun., 2008

A Plan-Based Dialogue Model Using a Discourse Stack for Intelligent Human-Robot Interface Development.
Proceedings of the ALPIT 2008, 2008

Speakers' Intention Prediction Using Statistics of Multi-level Features in a Schedule Management Domain.
Proceedings of the ACL 2008, 2008

2007
Unsupervised word sense disambiguation for Korean through the acyclic weighted digraph using corpus and dictionary.
Inf. Process. Manag., 2007

Erratum to "Unsupervised word sense disambiguation for Korean through the acyclic weighted digraph using corpus and dictionary" [Information Processing and Management 42 (2006) 710-722].
Inf. Process. Manag., 2007

A reliable FAQ retrieval system using a query log classification technique based on latent semantic analysis.
Inf. Process. Manag., 2007

Using the revised EM algorithm to remove noisy data for improving the one-against-the-rest method in binary text classification.
Inf. Process. Manag., 2007

Using classification techniques for informal requirements in the requirements analysis-supporting system.
Inf. Softw. Technol., 2007

An effective snippet generation method using the pseudo relevance feedback technique.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Speech Act Classification Based on Individual Statistical Models in a Multi-Domain.
Proceedings of the IEEE RO-MAN 2007, 2007

Named Entity Recognition Using Acyclic Weighted Digraphs: A Semi-supervised Statistical Method.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

2006
High-performance FAQ retrieval using an automatic clustering method of query logs.
Inf. Process. Manag., 2006

Multilingual Closed Caption Translation System for Digital Television.
IEICE Trans. Inf. Syst., 2006

Using IS-A Relation Patterns for Factoid Questions in Question Answering Systems.
IEICE Trans. Inf. Syst., 2006

Efficient Domain Action Classification Using Neural Networks.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Multilingual Machine Translation of Closed Captions for Digital Television with Dynamic Dictionary Adaptation.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

2005
A Dialogue-Based Information Retrieval Assistant Using Shallow NLP Techniques in Online Sales Domains.
IEICE Trans. Inf. Syst., 2005

An Integrated Dialogue Analysis Model for Determining Speech Acts and Discourse Structures.
IEICE Trans. Inf. Syst., 2005

Improving Korean Speech Acts Analysis by Using Shrinkage and Discourse Stack.
Proceedings of the Natural Language Processing, 2005

Speech Acts Tagging System for Korean Using Support Vector Machines.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

Extracting and Utilizing of IS-A Relation Patterns for Question Answering Systems.
Proceedings of the Information Retrieval Technology, 2005

Improving FAQ Retrieval Using Query Log Clustering in Latent Semantic Space.
Proceedings of the Information Retrieval Technology, 2005

2004
Multiple Heuristics and Their Combination for Automatic WordNet Mapping.
Comput. Humanit., 2004

Using the feature projection technique based on a normalized voting method for text classification.
Inf. Process. Manag., 2004

Improving text categorization using the importance of sentences.
Inf. Process. Manag., 2004

A neural network model with feature selection for korean speech act classification.
Int. J. Neural Syst., 2004

A High Performance Question-Answering System Based on a Two-Pass Answer Indexing and Lexico-Syntactic Pattern Matching.
IEICE Trans. Inf. Syst., 2004

Grammatical Relations Identification of Korean Parsed Texts Using Support Vector Machines.
Proceedings of the Text, Speech and Dialogue, 7th International Conference, 2004

Automatic Text Summarization Using Two-Step Sentence Extraction.
Proceedings of the Information Retrieval Technology, Asia Information Retrieval Symposium, 2004

Learning with Unlabeled Data for Text Categorization Using a Bootstrapping and a Feature Projection Technique.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003
Resolution of referring expressions in a Korean multimodal dialogue system.
ACM Trans. Asian Lang. Inf. Process., 2003

Analysis of the grammatical functions between adnoun and noun phrases in Korean using Support Vector Machines.
Nat. Lang. Eng., 2003

2002
Integrated multi-strategic Web document pre-processing for sentence and word boundary detection.
Inf. Process. Manag., 2002

Korean Speech Act Analysis System Using Hidden Markov Model with Decision Trees.
Int. J. Comput. Process. Orient. Lang., 2002

The Grammatical Function Analysis between Korean Adnoun Clause and Noun Phrase by Using Support Vector Machines.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

Text Categorization using Feature Projections.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

Automatic Text Categorization using the Importance of Sentences.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

2001
A Fast and Reliable Question-Answering System Based on Predictive Answer Indexing and Lexico-Syntactic Pattern Matching.
Int. J. Comput. Process. Orient. Lang., 2001

SiteQ: Engineering High Performance QA System Using Lexico-Semantic Pattern Matching and Shallow NLP.
Proceedings of The Tenth Text REtrieval Conference, 2001

Named Entity Recognition using Machine Learning Methods and Pattern-Selection Rules.
Proceedings of the Sixth Natural Language Processing Pacific Rim Symposium, 2001

The Grammatical Function Analysis between Adnoun Clause and Noun Phrase in Korean.
Proceedings of the Sixth Natural Language Processing Pacific Rim Symposium, 2001

2000
Implementation of an efficient requirements-analysis supporting system using similarity measure techniques.
Inf. Softw. Technol., 2000

Automatic Text Categorization by Unsupervised Learning.
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000

1999
Verb sense disambiguation based on dual distributional similarity.
Nat. Lang. Eng., 1999

Analysis System of Speech Acts and Discourse Structures Using Maximum Entropy Model.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999

1998
A Statistical Dialogue Analysis Model Based on Speech Acts for Dialogue Machine Translation.
Mach. Transl., 1998

1996
Estimating Membership Functions in a Fuzzy Network Model for Part-of-Speech Tagging.
J. Intell. Fuzzy Syst., 1996

An expert system with case-based reasoning for database schema design.
Decis. Support Syst., 1996

1995
A Robust Parser Based on Syntactic Information.
Proceedings of the EACL 1995, 1995

1994
Constructing a domain dependent case-base for database schema design with case-based reasoning.
Microprocess. Microprogramming, 1994

1992
A Framework for Supporting Triggers in Object-Oriented Database Systems.
Int. J. Cooperative Inf. Syst., 1992

1991
An Overview of Integrity Management in Object-Oriented Databases.
IEEE Data Eng. Bull., 1991

Classifying Schematic and Data Heterogeneity in Multidatabase Systems.
Computer, 1991

1990
Implementing a knowledge-based library information system with typed horn logic.
Inf. Process. Manag., 1990

Transforming Syntactic Graphs into Semantic Graphs.
Proceedings of the 28th Annual Meeting of the Association for Computational Linguistics, 1990

1989
Syntactic Graphs: A Representation for the Union of All Ambiguous Parse Trees.
Comput. Linguistics, 1989

1988
BABEL: A Base for an Experimental Library.
Proceedings of the SIGIR'88, 1988


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