Young-Bum Kim

72 papers A* 7A 1B 4C 3Misc 2Journal 25Unranked 29
YearRankTypeTitle / Venue / Authors
2026 A* conf
Retrieval Collapses When AI Pollutes the Web.
WWW
Hongyeon Yu, Dongchan Kim, Young-Bum Kim
2026 J jnl
Retrieval Collapses When AI Pollutes the Web.
CoRR
Hongyeon Yu, Dongchan Kim, Young-Bum Kim
2024 J jnl
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model.
CoRR
Dongyoung Go, Taesun Whang, Chanhee Lee, Hwa-Yeon Kim, Sunghoon Park, Seunghwan Ji, Jinho Kim, Dongchan Kim, Young-Bum Kim
2021 J jnl
A Data-driven Approach to Estimate User Satisfaction in Multi-turn Dialogues.
CoRR
Ziming Li, Dookun Park, Julia Kiseleva, Young-Bum Kim, Sungjin Lee
2021 — conf
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems.
EMNLP (1)
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
2021 J jnl
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation.
CoRR
Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee
2021 — conf
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation.
ACL/IJCNLP (1)
Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee
2021 C conf
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding.
ASRU
Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim
2021 J jnl
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding.
CoRR
Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim
2021 J jnl
Handling Long-Tail Queries with Slice-Aware Conversational Systems.
CoRR
Cheng Wang, Sun Kim, Taiwoo Park, Sajal Choudhary, Sunghyun Park, Young-Bum Kim, Ruhi Sarikaya, Sungjin Lee
2021 — conf
Learning Slice-Aware Representations with Mixture of Attentions.
ACL/IJCNLP (Findings)
Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya
2021 J jnl
Learning Slice-Aware Representations with Mixture of Attentions.
CoRR
Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya
2021 J jnl
Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration.
CoRR
Han Li, Sunghyun Park, Aswarth Dara, Jinseok Nam, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
2021 — ed.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, NAACL-HLT 2021, Online, June 6-11, 2021
NAACL-HLT (Industry Papers)
Young-Bum Kim, Yunyao Li, Owen Rambow
2021 — conf
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents.
NAACL-HLT
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
2020 J jnl
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems.
CoRR
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
2020 J jnl
Large-scale Hybrid Approach for Predicting User Satisfaction with Conversational Agents.
CoRR
Dookun Park, Hao Yuan, Dongmin Kim, Yinglei Zhang, Spyros Matsoukas, Young-Bum Kim, Ruhi Sarikaya, Edward Guo, Yuan Ling, Kevin Quinn, Pham Hung, Benjamin Z. Yao, Sungjin Lee
2020 Misc conf
Pseudo Labeling and Negative Feedback Learning for Large-Scale Multi-Label Domain Classification.
ICASSP
Joo-Kyung Kim, Young-Bum Kim
2020 J jnl
Pseudo Labeling and Negative Feedback Learning for Large-scale Multi-label Domain Classification.
CoRR
Joo-Kyung Kim, Young-Bum Kim
2020 J jnl
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents.
CoRR
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
2019 — conf
Continuous Learning for Large-scale Personalized Domain Classification.
NAACL-HLT (1)
Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim
2019 J jnl
Continuous Learning for Large-scale Personalized Domain Classification.
CoRR
Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim
2019 A* conf
Learning Context-dependent Label Permutations for Multi-label Classification.
ICML
Jinseok Nam, Young-Bum Kim, Eneldo Loza Mencía, Sunghyun Park, Ruhi Sarikaya, Johannes Fürnkranz
2019 — conf
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding.
NAACL-HLT (2)
Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim
2019 J jnl
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding.
CoRR
Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim
2018 — conf
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding.
NAACL-HLT (3)
Young-Bum Kim, Dongchan Kim, Joo-Kyung Kim, Ruhi Sarikaya
2018 J jnl
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding.
CoRR
Young-Bum Kim, Dongchan Kim, Joo-Kyung Kim, Ruhi Sarikaya
2018 B conf
Character-Level Feature Extraction with Densely Connected Networks.
COLING
Chanhee Lee, Young-Bum Kim, Dongyub Lee, Heuiseok Lim
2018 J jnl
Character-Level Feature Extraction with Densely Connected Networks.
CoRR
Chanhee Lee, Young-Bum Kim, Dongyub Lee, Heuiseok Lim
2018 — conf
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding.
SLT
Jihwan Lee, Dongchan Kim, Ruhi Sarikaya, Young-Bum Kim
2018 J jnl
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding.
CoRR
Jihwan Lee, Dongchan Kim, Ruhi Sarikaya, Young-Bum Kim
2018 J jnl
Efficient Large-Scale Domain Classification with Personalized Attention.
CoRR
Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya
2018 — conf
Efficient Large-Scale Neural Domain Classification with Personalized Attention.
ACL (1)
Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya
2018 A conf
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates.
INTERSPEECH
Joo-Kyung Kim, Young-Bum Kim
2018 J jnl
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates.
CoRR
Joo-Kyung Kim, Young-Bum Kim
2018 J jnl
OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding.
CoRR
Young-Bum Kim, Sungjin Lee, Karl Stratos
2018 B conf
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging.
COLING
Andrew Matteson, Chanhee Lee, Young-Bum Kim, Heuiseok Lim
2018 J jnl
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging.
CoRR
Andrew Matteson, Chanhee Lee, Young-Bum Kim, Heuiseok Lim
2018 A* conf
Supervised Domain Enablement Attention for Personalized Domain Classification.
EMNLP
Joo-Kyung Kim, Young-Bum Kim
2018 J jnl
Supervised Domain Enablement Attention for Personalized Domain Classification.
CoRR
Joo-Kyung Kim, Young-Bum Kim
2017 J jnl
A Framework for pre-training hidden-unit conditional random fields and its extension to long short term memory networks.
Comput. Speech Lang.
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2017 — conf
Adversarial Adaptation of Synthetic or Stale Data.
ACL (1)
Young-Bum Kim, Karl Stratos, Dongchan Kim
2017 A* conf
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources.
EMNLP
Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya, Eric Fosler-Lussier
2017 — conf
Domain Attention with an Ensemble of Experts.
ACL (1)
Young-Bum Kim, Karl Stratos, Dongchan Kim
2017 C conf
ONENET: Joint domain, intent, slot prediction for spoken language understanding.
ASRU
Young-Bum Kim, Sungjin Lee, Karl Stratos
2017 J jnl
Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging.
CoRR
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
2017 C conf
Speaker-sensitive dual memory networks for multi-turn slot tagging.
ASRU
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
2016 — conf
An overview of end-to-end language understanding and dialog management for personal digital assistants.
SLT
Ruhi Sarikaya, Paul A. Crook, Alex Marin, Minwoo Jeong, Jean-Philippe Robichaud, Asli Celikyilmaz, Young-Bum Kim, Alexandre Rochette, Omar Zia Khan, Xiaohu Liu, Daniel Boies, Tasos Anastasakos, Zhaleh Feizollahi, Nikhil Ramesh, Hisami Suzuki, Roman Holenstein, Elizabeth Krawczyk, Vasiliy Radostev
2016 B conf
Domainless Adaptation by Constrained Decoding on a Schema Lattice.
COLING
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2016 — conf
Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer.
HLT-NAACL
Eun-Suk Yang, Young-Bum Kim, Ruhi Sarikaya, Yu-Seop Kim
2016 B conf
Frustratingly Easy Neural Domain Adaptation.
COLING
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2016 A* conf
Natural Language Model Re-usability for Scaling to Different Domains.
EMNLP
Young-Bum Kim, Alexandre Rochette, Ruhi Sarikaya
2016 — conf
Scalable Semi-Supervised Query Classification Using Matrix Sketching.
ACL (2)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2016 — conf
Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform.
HLT-NAACL Demos
Paul A. Crook, Alex Marin, Vipul Agarwal, Khushboo Aggarwal, Tasos Anastasakos, Ravi Bikkula, Daniel Boies, Asli Celikyilmaz, Senthilkumar Chandramohan, Zhaleh Feizollahi, Roman Holenstein, Minwoo Jeong, Omar Zia Khan, Young-Bum Kim, Elizabeth Krawczyk, Xiaohu Liu, Danko Panic, Vasiliy Radostev, Nikhil Ramesh, Jean-Philippe Robichaud, Alexandre Rochette, Logan Stromberg, Ruhi Sarikaya
2015 — conf
Compact Lexicon Selection with Spectral Methods.
ACL (2)
Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sarikaya
2015 — conf
New Transfer Learning Techniques for Disparate Label Sets.
ACL (1)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
2015 A* conf
Part-of-speech Taggers for Low-resource Languages using CCA Features.
EMNLP
Young-Bum Kim, Benjamin Snyder, Ruhi Sarikaya
2015 — conf
Pre-training of Hidden-Unit CRFs.
ACL (2)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
2015 — conf
Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition.
NUT@IJCNLP
Timothy Baldwin, Marie-Catherine de Marneffe, Bo Han, Young-Bum Kim, Alan Ritter, Wei Xu
2015 — conf
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs.
HLT-NAACL
Young-Bum Kim, Minwoo Jeong, Karl Stratos, Ruhi Sarikaya
2014 Misc conf
Task specific continuous word representations for mono and multi-lingual spoken language understanding.
ICASSP
Tasos Anastasakos, Young-Bum Kim, Anoop Deoras
2014 — conf
Training a Korean SRL System with Rich Morphological Features.
ACL (2)
Young-Bum Kim, Heemoon Chae, Benjamin Snyder, Yu-Seop Kim
2013 — conf
Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion.
HLT-NAACL
Young-Bum Kim, Benjamin Snyder
2013 — conf
Unsupervised Consonant-Vowel Prediction over Hundreds of Languages.
ACL (1)
Young-Bum Kim, Benjamin Snyder
2012 — conf
A Multi-phase Semi-supersense Tagging of Korean Unknown Nouns.
ICHIT (2)
Young-Bum Kim, Jung-Kuk Lee, Yu-Seop Kim
2012 — conf
Sentence Difficulty Analysis with Local Feature Space and Global Distributional Difference.
ICHIT (1)
Young-Bum Kim, Youngjo Kim, Yu-Seop Kim
2012 — conf
Universal Grapheme-to-Phoneme Prediction Over Latin Alphabets.
EMNLP-CoNLL
Young-Bum Kim, Benjamin Snyder
2011 A* conf
Universal Morphological Analysis using Structured Nearest Neighbor Prediction.
EMNLP
Young-Bum Kim, João Graça, Benjamin Snyder
2010 J jnl
An autonomous assessment system based on combined latent semantic kernels.
Expert Syst. Appl.
Young-Bum Kim, Yu-Seop Kim
2008 — conf
Latent Semantic Kernels for WordNet: Transforming a Tree-Like Structure into a Matrix.
ALPIT
Young-Bum Kim, Yu-Seop Kim
2007 — conf
A First Person Shooter with Dual Guns Using Multiple Optical Air Mouse Devices.
ICAT
Young-Bum Kim, Min-Sub Shim, Chang Geun Song, Yu-Seop Kim
2007 — conf
Multi-Player Virtual Ping-Pong Game.
ICAT
Young-Bum Kim, Seung-Hoon Han, Sun-Jeong Kim, Eun-Ju Kim, Chang Geun Song