1 code implementation • COLING 2022 • Dongsuk Oh, Yejin Kim, Hodong Lee, H. Howie Huang, Heuiseok Lim
Recent pre-trained language models (PLMs) achieved great success on many natural language processing tasks through learning linguistic features and contextualized sentence representation.
1 code implementation • 13 Sep 2022 • Dongsuk Oh, Yejin Kim, Hodong Lee, H. Howie Huang, Heuiseok Lim
Recent pre-trained language models (PLMs) achieved great success on many natural language processing tasks through learning linguistic features and contextualized sentence representation.
2 code implementations • 16 Dec 2021 • Yoonna Jang, Jungwoo Lim, Yuna Hur, Dongsuk Oh, Suhyune Son, Yeonsoo Lee, Donghoon Shin, Seungryong Kim, Heuiseok Lim
Humans usually have conversations by making use of prior knowledge about a topic and background information of the people whom they are talking to.
no code implementations • COLING 2020 • Jungwoo Lim, Dongsuk Oh, Yoonna Jang, Kisu Yang, Heuiseok Lim
CommonsenseQA is a task in which a correct answer is predicted through commonsense reasoning with pre-defined knowledge.
1 code implementation • 10 Sep 2020 • Taesun Whang, Dongyub Lee, Dongsuk Oh, Chanhee Lee, Kijong Han, Dong-hun Lee, Saebyeok Lee
In this paper, we study the task of selecting the optimal response given a user and system utterance history in retrieval-based multi-turn dialog systems.
Ranked #5 on Conversational Response Selection on E-commerce
no code implementations • 11 Nov 2019 • Sunjae Kwon, Dongsuk Oh, Youngjoong Ko
Furthermore, our system outperformed the existing knowledge-based WSD systems and showed a performance comparable to that of the state-of-the-art supervised WSD systems.
1 code implementation • 13 Aug 2019 • Taesun Whang, Dongyub Lee, Chanhee Lee, Kisu Yang, Dongsuk Oh, Heuiseok Lim
We focus on multi-turn response selection in a retrieval-based dialog system.