About Me

Hi! I am a MS student in the Department of Computer Science and Engineering at Korea University. My advisor is Prof. Heuiseok Lim, and I am part of the Natural Language Processing & Artificial Intelligence Lab.

[CV] [Google Scholar] [GitHub]

Research Interest

Natural Language Processing, Dialogue System

News

  • SEP 2021: Our paper on dialogue summarization got accepted to NewSum@EMNLP2021.
  • SEP 2021: Our paper on neural machine translation got accepted to Insights@EMNLP2021.
  • JUN 2021: Our paper on disfluency detection got accepted to INTERSPEECH 2021.
  • MAY 2021: Our paper on aspect-based sentiment analysis (DCRAN) got accepted to ACL 2021.
  • DEC 2020: Our paper on multi-turn dialog system (UMS) got accepted to AAAI 2021.

Publications

[2021]

  • Capturing Speaker Incorrectness: Speaker-Focused Post-Correction for Abstractive Dialogue Summarization
    Dongyub Lee, {Jungwoo Lim, Taesun Whang}*, Chanhee Lee, Seungwoo Cho, Mingun Park, Heuiseok Lim
    (* equal contribution)
    EMNLP 2021 (workshop, NewSum) [PDF]

  • Two Heads are Better than One? Verification of Ensemble Effect in Neural Machine Translation
    Chanjun Park, Sungjin Park, Seolhwa Lee, Taesun Whang, Heuiseok Lim
    EMNLP 2021 (workshop, Insights) [PDF]

  • Auxiliary Sequence Labeling Tasks for Disfluency Detection
    Dongyub Lee, Byeongil Ko, Myeong Cheol Shin, Taesun Whang, Daniel Lee, Eun Hwa Kim, EungGyun Kim, Jaechoon Jo
    INTERSPEECH 2021 [PDF]

  • Deep Context- and Relation-Aware Learning for Aspect-based Sentiment Analysis
    {Shinhyeok Oh, Dongyub Lee}*, Taesun Whang, IlNam Park, Gaeun Seo, EungGyun Kim, Harksoo Kim
    (* equal contribution)
    ACL 2021 [PDF] [Blog]

  • Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection
    {Taesun Whang, Dongyub Lee}*, Dongsuk Oh, Chanhee Lee, Kijong Han, Dong-hun Lee, Saebyeok Lee
    (* equal contribution)
    AAAI 2021 [PDF] [Github] [Slides] [Poster] [Blog]

  • Multi-View Attention Network for Visual Dialog
    {Sungjin Park, Taesun Whang}*, Yeochan Yoon, Heuiseok Lim
    (* equal contribution)
    Applied Sciences 2021 [PDF] [Github]

  • Exploring the Data Efficiency of Cross-Lingual Post-Training in Pretrained Language Models
    Chanhee Lee, Kisu Yang, Taesun Whang, Chanjun Park, Andrew Matteson, Heuiseok Lim
    Applied Sciences 2021 [PDF]

[2020]

  • Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization
    Dongyub Lee, Myeongcheol Shin, Taesun Whang, Seungwoo Cho, Byeongil Ko, Daniel Lee, Eunggyun Kim, Jaechoon Jo
    COLING 2020 [PDF] [Poster] [Blog]

  • An Effective Domain Adaptive Post-Training Method for BERT in Response Selection
    Taesun Whang, Dongyub Lee, Chanhee Lee, Kisu Yang, Dongsuk Oh, Heuiseok Lim
    INTERSPEECH 2020 [PDF] [Github]

[2019]

  • EmotionX-KU: BERT-Max based Contextual Emotion Classifier
    Kisu Yang, Dongyub Lee, Taesun Whang, Seolhwa Lee, Heuiseok Lim
    IJCAI 2019 (workshop, SocialNLP) [PDF] [Github] [Demo]

  • Enhanced Sequential Representation Augmented with Utterance-level Attention for Response Selection
    Taesun Whang, Dongyub Lee, Chanhee Lee, Heuiseok Lim
    AAAI 2019 (workshop, DSTC7) [PDF]