| 2026 | WWW | Retrieval Collapses When AI Pollutes the Web. | Hongyeon Yu, Dongchan Kim, Young-Bum Kim |
| 2021 | ACL | Learning Slice-Aware Representations with Mixture of Attentions. | Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya |
| 2021 | ACL | AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation. | Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee |
| 2021 | ASRU | Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding. | Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim |
| 2021 | EMNLP | A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. | Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya |
| 2021 | NAACL | Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. | Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee |
| 2020 | ICASSP | Pseudo Labeling and Negative Feedback Learning for Large-Scale Multi-Label Domain Classification. | Joo-Kyung Kim, Young-Bum Kim |
| 2019 | ICML | Learning Context-dependent Label Permutations for Multi-label Classification. | Jinseok Nam, Young-Bum Kim, Eneldo Loza Menca, Sunghyun Park, Ruhi Sarikaya, Johannes Frnkranz |
| 2019 | NAACL | Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding. | Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim |
| 2019 | NAACL | Continuous Learning for Large-scale Personalized Domain Classification. | Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim |
| 2018 | ACL | Efficient Large-Scale Neural Domain Classification with Personalized Attention. | Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya |
| 2018 | COLING | Character-Level Feature Extraction with Densely Connected Networks. | Chanhee Lee, Young-Bum Kim, Dongyub Lee, Heuiseok Lim |
| 2018 | COLING | Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging. | Andrew Matteson, Chanhee Lee, Young-Bum Kim, Heuiseok Lim |
| 2018 | EMNLP | Supervised Domain Enablement Attention for Personalized Domain Classification. | Joo-Kyung Kim, Young-Bum Kim |
| 2018 | Interspeech | Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates. | Joo-Kyung Kim, Young-Bum Kim |
| 2018 | NAACL | A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding. | Young-Bum Kim, Dongchan Kim, Joo-Kyung Kim, Ruhi Sarikaya |
| 2017 | ACL | Domain Attention with an Ensemble of Experts. | Young-Bum Kim, Karl Stratos, Dongchan Kim |
| 2017 | ACL | Adversarial Adaptation of Synthetic or Stale Data. | Young-Bum Kim, Karl Stratos, Dongchan Kim |
| 2017 | ASRU | Speaker-sensitive dual memory networks for multi-turn slot tagging. | Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya |
| 2017 | ASRU | ONENET: Joint domain, intent, slot prediction for spoken language understanding. | Young-Bum Kim, Sungjin Lee, Karl Stratos |
| 2017 | EMNLP | Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources. | Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya, Eric Fosler-Lussier |
| 2016 | ACL | Scalable Semi-Supervised Query Classification Using Matrix Sketching. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya |
| 2016 | COLING | Frustratingly Easy Neural Domain Adaptation. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya |
| 2016 | COLING | Domainless Adaptation by Constrained Decoding on a Schema Lattice. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya |
| 2016 | EMNLP | Natural Language Model Re-usability for Scaling to Different Domains. | Young-Bum Kim, Alexandre Rochette, Ruhi Sarikaya |
| 2016 | NAACL | Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform. | 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 |
| 2016 | NAACL | Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer. | Eun-Suk Yang, Young-Bum Kim, Ruhi Sarikaya, Yu-Seop Kim |
| 2015 | ACL | Compact Lexicon Selection with Spectral Methods. | Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sarikaya |
| 2015 | ACL | Pre-training of Hidden-Unit CRFs. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya |
| 2015 | ACL | New Transfer Learning Techniques for Disparate Label Sets. | Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong |
| 2015 | EMNLP | Part-of-speech Taggers for Low-resource Languages using CCA Features. | Young-Bum Kim, Benjamin Snyder, Ruhi Sarikaya |
| 2015 | NAACL | Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs. | Young-Bum Kim, Minwoo Jeong, Karl Stratos, Ruhi Sarikaya |
| 2014 | ACL | Training a Korean SRL System with Rich Morphological Features. | Young-Bum Kim, Heemoon Chae, Benjamin Snyder, Yu-Seop Kim |
| 2014 | ICASSP | Task specific continuous word representations for mono and multi-lingual spoken language understanding. | Tasos Anastasakos, Young-Bum Kim, Anoop Deoras |
| 2013 | ACL | Unsupervised Consonant-Vowel Prediction over Hundreds of Languages. | Young-Bum Kim, Benjamin Snyder |
| 2013 | NAACL | Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion. | Young-Bum Kim, Benjamin Snyder |
| 2012 | EMNLP | Universal Grapheme-to-Phoneme Prediction Over Latin Alphabets. | Young-Bum Kim, Benjamin Snyder |
| 2011 | EMNLP | Universal Morphological Analysis using Structured Nearest Neighbor Prediction. | Young-Bum Kim, Joo Graa, Benjamin Snyder |