Jay Shin

11/25/2022 Our paper on Educational Question Evaluation (EMNLP 2022) is out now!

16/08/2022 Joined NAVER AI Lab as a Research Scientist

04/03/2022 Our paper on Few-shot DST is accepted for ACL 2022

30/12/2021 Two new arXiv papers: PWR (new) and Empathetic Dialogues (revision)

30/10/2021 KLUE has been accepted at NeurIPS 2021!

06/03/2020 Joined Riiid as a Research Scientist

* denotes equal contribution

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

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

Fast End-to-end Coreference Resolution for Korean Cheoneum Park, Jamin Shin, Sungjoon Park, Joonho Lim, Changki Lee EMNLP 2020 (Findings) PDF

Generating Empathetic Responses by Looking Ahead the User's Sentiment Jamin Shin, Peng Xu, Andrea Madotto, Pascale Fung ICASSP 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

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

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