Jay Shin
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Jay Shin

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Work My official name is Jamin Shin. I'm a Research Scientist at Riiid leading the NLP Research Team. Previously I have worked as a research intern in Amazon Alexa and Naver Clova.

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Education I obtained my M.Phil degree in Electronic & Computer Engineering at The Hong Kong University of Science and Technology (HKUST), as a member of the Centre for Artificial Intelligence Research (CAiRE). I also got my Bachelors in Computer Science at HKUST.

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Research Interests My current research interests are on modeling conversations, guiding Pre-trained Language Models, applying NLP for education, and using AI ethically & safely. At Riiid, I have hosted and organized a workshop on Imagining Post-COVID Education with AI. I am also serving as program committee and reviewer for ACL, EMNLP, NAACL, and CHI.

Latest News

Mar. 4, 2022 Our paper on Few-shot DST is accepted for ACL 2022: DS2

Dec. 30, 2021 Two new arXiv papers: PWR (new) and Sentiment Lookahead (revision)

Oct. 30, 2021 KLUE has been accepted at NeurIPS 2021!

Mar. 6, 2020 Joined Riiid as a Research Scientist

Selected Publications

2022

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) arXiv

2021

KLUE: Korean Language Understanding Evaluation Too many authors to list out 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 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

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) PDF arXiv

MoEL: Mixture of Empathetic Listeners Zhaojiang Lin, Andrea Madotto, Jamin Shin, Peng Xu, Pascale Fung EMNLP 2019 (Oral) 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 PDF Code

Reducing Gender Bias in Abusive Language Detection Ji Ho Park, Jamin Shin, Pascale Fung EMNLP 2018 PDF arXiv