Publications



2022


Dongsuk Oh*, Yejin kim*, Hodong Lee, H.Howie Huang and Heuiseok Lim. Don’t Judge a Lan- guage Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling. The International Conference on Computational Linguistics (COLING), 2022 (* equally contributed) 


Dongsuk Oh*, Jungwoo Lim* and Heuiseok Lim. Neuro-Symbolic Word Embedding Using Textual and Knowledge Graph Information. Applied Sciences (IF 2.838), 2022 (* equally contributed) 


Dongsuk Oh*, Jungwoo Lim*, Kinam Park and Heuiseok Lim. Semantic Representation Using Sub-Symbolic Knowledge in Commonsense Reasoning. Applied Sciences (IF 2.838), 2022 (* equally contributed)


Seungwon Jeong*, Dongsuk Oh*, Kinam Park and Heuiseok Lim. Considering Commonsense in Solving QA: Reading Comprehension with Semantic Search and Continual Learning. Applied Sci- ences (IF 2.838), 2022 (* equally contributed) 


Jaehyung Seo, Dongsuk Oh, Sugyeong Eo, Chanjun Park, Kisu Yang, Hyeonseok Moon, Kinam Park and Heuiseok Lim. PU-GEN: Enhancing generative commonsense reasoning for language models with human-centered knowledge. Knowledge-Based Systems (IF 8.139), 2022 


Yoonna Jang*, Jungwoo Lim*, Yuna Hur*, Dongsuk Oh, Suhyune Son, Yeonsoo Lee, Donghoon Shin, Seungryong Kim and Heuiseok Lim. Call for Customized Conversation: Customized Con- versation Grounding Persona and Knowledge. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022 (* equally contributed)


2021


Sunjae Kwon*, Dongsuk Oh*, Youngjoong Ko. Word sense disambiguation based on context se- lection using knowledge-based word similarity. Information Processing & Management (IF 7.466), 2021 (* equally contributed) 


Taesun Whang*, Dongyub Lee*, Dongsuk Oh, Chanhee Lee, Kijong Han, Dong-hun Lee, Saebyeok Lee. Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2021 (* equally contributed)


2020


Jungwoo Lim*, Dongsuk Oh*, Yoonna Jang, Kisu Yang and Heuiseok Lim. I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning. The International Confer- ence on Computational Linguistics (COLING), 2020 (* equally contributed) 


Taesun Whang, Dongyub Lee, Chanhee Lee, Kisu Yang, Dongsuk Oh and HeuiSeok Lim. An Ef- fective Domain Adaptive Post-Training Method for BERT in Response Selection. Proceedings of Interspeech, 2020


2019


Heejung Jwa, Dongsuk Oh, Kinam Park, Jang Mook Kang and Heuiseok Lim. exbake: Automatic fake news detection model based on bidirectional encoder representations from transformers (bert). Applied Sciences (IF 2.474), 2019


2018


Dongsuk Oh*, Sunjae Kwon*, Kyungsun Kim and Youngjoong Ko. Word sense disambiguation based on word similarity calculation using word vector representation from a knowledge-based graph. The International Conference on Computational Linguistics (COLING), 2018 (* equally contributed)



Trustworthy AI Lab


Tel : +82-10-7506-5277

E-mail : inow3555@knu.ac.kr

Adress : 80 Daehak-ro, Buk-gu, Daegu, 41566, Republic of Korea


Publications 


2022


Dongsuk Oh*, Yejin kim*, Hodong Lee, H.Howie Huang and Heuiseok Lim. Don’t Judge a Lan- guage Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling. The International Conference on Computational Linguistics (COLING), 2022 (* equally contributed) 


Dongsuk Oh*, Jungwoo Lim* and Heuiseok Lim. Neuro-Symbolic Word Embedding Using Textual and Knowledge Graph Information. Applied Sciences (IF 2.838), 2022 (* equally contributed) 


Dongsuk Oh*, Jungwoo Lim*, Kinam Park and Heuiseok Lim. Semantic Representation Using Sub-Symbolic Knowledge in Commonsense Reasoning. Applied Sciences (IF 2.838), 2022 (* equally contributed)


Seungwon Jeong*, Dongsuk Oh*, Kinam Park and Heuiseok Lim. Considering Commonsense in Solving QA: Reading Comprehension with Semantic Search and Continual Learning. Applied Sci- ences (IF 2.838), 2022 (* equally contributed) 


Jaehyung Seo, Dongsuk Oh, Sugyeong Eo, Chanjun Park, Kisu Yang, Hyeonseok Moon, Kinam Park and Heuiseok Lim. PU-GEN: Enhancing generative commonsense reasoning for language models with human-centered knowledge. Knowledge-Based Systems (IF 8.139), 2022 


Yoonna Jang*, Jungwoo Lim*, Yuna Hur*, Dongsuk Oh, Suhyune Son, Yeonsoo Lee, Donghoon Shin, Seungryong Kim and Heuiseok Lim. Call for Customized Conversation: Customized Con- versation Grounding Persona and Knowledge. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022 (* equally contributed)


2021


Sunjae Kwon*, Dongsuk Oh*, Youngjoong Ko. Word sense disambiguation based on context se- lection using knowledge-based word similarity. Information Processing & Management (IF 7.466), 2021 (* equally contributed) 


Taesun Whang*, Dongyub Lee*, Dongsuk Oh, Chanhee Lee, Kijong Han, Dong-hun Lee, Saebyeok Lee. Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2021 (* equally contributed)



2020


Jungwoo Lim*, Dongsuk Oh*, Yoonna Jang, Kisu Yang and Heuiseok Lim. I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning. The International Confer- ence on Computational Linguistics (COLING), 2020 (* equally contributed) 


Taesun Whang, Dongyub Lee, Chanhee Lee, Kisu Yang, Dongsuk Oh and HeuiSeok Lim. An Ef- fective Domain Adaptive Post-Training Method for BERT in Response Selection. Proceedings of Interspeech, 2020


2019


Heejung Jwa, Dongsuk Oh, Kinam Park, Jang Mook Kang and Heuiseok Lim. exbake: Automatic fake news detection model based on bidirectional encoder representations from transformers (bert). Applied Sciences (IF 2.474), 2019


2018


Dongsuk Oh*, Sunjae Kwon*, Kyungsun Kim and Youngjoong Ko. Word sense disambiguation based on word similarity calculation using word vector representation from a knowledge-based graph. The International Conference on Computational Linguistics (COLING), 2018 (* equally contributed)


Trustworthy AI Lab


Tel : +82-10-7506-5277

E-mail : inow3555@knu.ac.kr

Adress : 80 Daehak-ro, Buk-gu, Daegu, 41566, Republic of Korea