Jinseok Nam

Researcher, Amazon

Joined

December 2017

Names

Jinseok Nam

Emails

****@gmail.com (Confirmed)

****@ke.tu-darmstadt.de (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2018 – Present

PhD student

TU Darmstadt (tu-darmstadt.de)

2013 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Johannes Fürnkranz

2013 – 2018

Expertise

Contextual Bandits

2018 – Present

Conversational AI

2018 – Present

Multi-label Classification

2013 – Present

Ranking

2013 – Present

Publications

ReIn: Conversational Error Recovery with Reasoning Inception
Takyoung Kim, Jinseok Nam, Chandrayee Basu, Xing Fan, Chengyuan Ma, Heng Ji, Gokhan Tur, Dilek Hakkani-Tür
- ICLR 2026 Poster
- Readers: Everyone
Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests
Amogh Mannekote, Jinseok Nam, Ziming Li, Jian Gao, Kristy Elizabeth Boyer, Bonnie J. Dorr
- CoRR 2024
- Readers: Everyone
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency
Jungbeom Lee, Sungjin Lee, Jinseok Nam, Seunghak Yu, Jaeyoung Do, Tara Taghavi
- ICCV 2023
- Readers: Everyone
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems
Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee
- Published: 01 Jan 2022, Last Modified: 29 Apr 2023
- NAACL-HLT (Industry Papers) 2022
- Readers: Everyone
Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration
Han Li, Sunghyun Park, Aswarth Dara, Jinseok Nam, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
- CoRR 2021
- Readers: Everyone
Learning Context-dependent Label Permutations for Multi-label Classification
Jinseok Nam, Young-Bum Kim, Eneldo Loza Mencía, Sunghyun Park, Ruhi Sarikaya, Johannes Fürnkranz
- 2019 (modified: 26 Jan 2023)
- ICML 2019
- Readers: Everyone
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification
Jinseok Nam, Eneldo Loza Mencía, Hyunwoo J. Kim, Johannes Fürnkranz
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Medical Concept Embeddings via Labeled Background Corpora
Eneldo Loza Mencía, Gerard de Melo, Jinseok Nam
- LREC 2016
- Readers: Everyone
Improve Sentiment Analysis of Citations with Author Modelling
Zheng Ma, Jinseok Nam, Karsten Weihe
- WASSA@NAACL-HLT 2016
- Readers: Everyone
All-in Text: Learning Document, Label, and Word Representations Jointly
Jinseok Nam, Eneldo Loza Mencía, Johannes Fürnkranz
- 2016 (modified: 16 Jul 2019)
- AAAI 2016
- Readers: Everyone

View all 17 publications

Co-Authors

View all 44 co-authors