Hyungtak Choi

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Natural Language Generation

Reinforcement Learning

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Top Venues

Publications

Hyungtak Choi, Hyeonmok Ko, Gurpreet Kaur, Lohith Ravuru, Kiranmayi Gandikota, Manisha Jhawar, Simma Dharani, Pranamya Patil
KILDST: Effective Knowledge-Integrated Learning for Dialogue State Tracking using Gazetteer and Speaker Information. CoRR (2023)
Lohith Ravuru, Seonghan Ryu, Hyungtak Choi, Haehun Yang, Hyeonmok Ko
Multi-Domain Dialogue State Tracking By Neural-Retrieval Augmentation. AACL/IJCNLP (Findings) (2022)
Hyungtak Choi, Hyeonmok Ko, Gurpreet Kaur, Lohith Ravuru, Kiranmayi Gandikota, Manisha Jhawar, Simma Dharani, Pranamya Patil
KILDST: Effective Knowledge-Integrated Learning for Dialogue State Tracking using Gazetteer and Speaker Information. ICON (2022)
Pranamya Patil, Hyungtak Choi, Ranjan Samal, Gurpreet Kaur, Manisha Jhawar, Aniruddha Tammewar, Siddhartha Mukherjee
Efficient Dialog State Tracking Using Gated- Intent based Slot Operation Prediction for On-device Dialog Systems. ICON (2022)
Pawel Bujnowski, Kseniia Ryzhova, Hyungtak Choi, Katarzyna Witkowska, Jaroslaw Piersa, Tymoteusz Krumholc, Katarzyna Beksa
An Empirical Study on Multi-Task Learning for Text Style Transfer and Paraphrase Generation. COLING (Industry) (2020)
Lohith Ravuru, Hyungtak Choi, Siddarth K. M., Hojung Lee, Inchul Hwang
Paraphrase Generation Based on VAE and Pointer-Generator Networks. ASRU (2019)
Heriberto Cuayáhuitl, Donghyeon Lee, Seonghan Ryu, Yongjin Cho, Sungja Choi, Satish Reddy Indurthi, Seunghak Yu, Hyungtak Choi, Inchul Hwang, Jihie Kim
Ensemble-Based Deep Reinforcement Learning for Chatbots. CoRR (2019)
Hyungtak Choi, Lohith Ravuru, Tomasz Dryjanski, Sunghan Rye, Donghyun Lee, Hojung Lee, Inchul Hwang
VAE-PGN based Abstractive Model in Multi-stage Architecture for Text Summarization. INLG (2019)
Heriberto Cuayáhuitl, Donghyeon Lee, Seonghan Ryu, Yongjin Cho, Sungja Choi, Satish Reddy Indurthi, Seunghak Yu, Hyungtak Choi, Inchul Hwang, Jihie Kim
Ensemble-based deep reinforcement learning for chatbots. Neurocomputing 366 (2019)
Hyungtak Choi, Siddarth K. M., Haehun Yang, Heesik Jeon, Inchul Hwang, Jihie Kim
Self-Learning Architecture for Natural Language Generation. INLG (2018)
Tomasz Dryjanski, Pawel Bujnowski, Hyungtak Choi, Katarzyna Podlaska, Kamil Michalski, Katarzyna Beksa, Pawel Kubik
Affective Natural Language Generation by Phrase Insertion. IEEE BigData (2018)
Kallirroi Georgila, Carla Gordon, Hyungtak Choi, Jill Boberg, Heesik Jeon, David R. Traum
Toward Low-Cost Automated Evaluation Metrics for Internet of Things Dialogues. IWSDS (2018)