Latest News
23/05/2023
11/25/2022
16/08/2022
04/03/2022
30/12/2021
30/10/2021
06/03/2020
5 new preprints out
Our paper on Educational Question Evaluation (EMNLP 2022) is out
Joined NAVER AI Lab as a Research Scientist
Our paper on Few-shot DST is accepted for ACL 2022
Two new preprints: PWR (new) & Empathetic Dialogues (revision)
KLUE has been accepted at NeurIPS 2021
Joined Riiid as a Research Scientist
Selected Publications
* denotes equal contribution
2023
Who Wrote this Code? Watermarking for Code Generation Taehyun Lee, Seokhee Hong, Jaewoo Ahn, Ilgee Hong, Hwaran Lee, Sangdoo Yun, Jamin Shin, Gunhee Kim Preprint Under Review, Corresponding Author arXiv
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning Seungone Kim, Se June Joo, Doyoung Kim, Joel Jang, Seonghyeon Ye, Jamin Shin, Minjoon Seo Preprint Under Review arXiv
Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation Takyoung Kim, Jamin Shin, Young-Ho Kim, Sanghwan Bae, Sungdong Kim Preprint Under Review arXiv
Aligning Large Language Models through Synthetic Feedback Sungdong Kim, Sangwhan Bae, Jamin Shin, Soyoung Kang, Donghyun Kwak, Kang Min Yoo, Minjoon Seo Preprint Under Review arXiv
Towards Zero-Shot Functional Compositionality of Language Models Hangyeol Yu, Myeongho Jeong, Jamin Shin, Hyeongdon Moon, Juneyoung Park, Seungtaek Choi Preprint, Corresponding Author arXiv
2022
Evaluating the Knowledge Dependency of Questions Hyeongdon Moon*, Yoonseok Yang*, Jamin Shin, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Minsam Kim, Seungtaek Choi EMNLP 2022 (Long, Main, Corresponding Author) arXiv Code
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking Jamin Shin*, Hangyeol Yu*, Hyeongdon Moon*, Andrea Madotto, Juneyoung Park ACL 2022 (Long, Findings) PDF arXiv Code
2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park and 30 others including Jamin Shin (3.8 Dialogue State Tracking) NeurIPS Datasets and Benchmarks Track 2021 PDF arXiv Code Site
Pedagogical Word Recommendation: A novel task and dataset on personalized vocabulary acquisition for L2 learners Jamin Shin, Juneyoung Park arXiv
Tracing Knowledge for Tracing Dropouts: Multi-Task Training for Study Session Dropout Prediction Seewoo Lee, Kyu Seok Kim, Jamin Shin, Juneyoung Park Educational Data Mining 2021 PDF
2020
Fast End-to-end Coreference Resolution for Korean Cheoneum Park, Jamin Shin, Sungjoon Park, Joonho Lim, Changki Lee EMNLPÂ 2020 (Findings) PDF
Generating Empathetic Responses by Looking Ahead the User's Sentiment Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung ICASSPÂ 2020 (Oral) PDF arXiv Code Slides
CAiRE: An End-to-End Empathetic Chatbot Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, Jamin Shin, Pascale Fung AAAI 2020 (Demo) PDF arXiv
2019
Attention over Parameters for Dialogue Systems Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Jamin Shin, Pascale Fung Conversational AI Workshop @NeurIPS 2019 (Best Paper Award) PDF arXiv
MoEL: Mixture of Empathetic Listeners Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung EMNLP 2019 (Oral Presentation) PDF arXiv Code
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung EMNLP 2019 PDF arXiv Code
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition Genta Indra Winata, Zhaojiang Lin, Jamin Shin, Zihan Liu, Pascale Fung EMNLP 2019 PDF arXiv Code
2018
Interpreting Word Embeddings with Eigenvector Analysis Jamin Shin, Andrea Madotto, Pascale Fung Interpretability and Robustness in Audio, Speech, and Language Workshop @NeurIPS 2018 (Oral Presentation) PDF Code
Reducing Gender Bias in Abusive Language Detection Ji Ho Park, Jamin Shin, Pascale Fung EMNLP 2018 (Oral Presentation) PDF arXiv