Young-Bum Kim

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 56

Top Topics

Language Understanding

Conversational Agents

User Satisfaction

Top Venues

Publications

Ziming Li, Dookun Park, Julia Kiseleva, Young-Bum Kim, Sungjin Lee
A Data-driven Approach to Estimate User Satisfaction in Multi-turn Dialogues. CoRR (2021)
Cheng Wang, Sun Kim, Taiwoo Park, Sajal Choudhary, Sunghyun Park, Young-Bum Kim, Ruhi Sarikaya, Sungjin Lee
Handling Long-Tail Queries with Slice-Aware Conversational Systems. CoRR (2021)
Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya
Learning Slice-Aware Representations with Mixture of Attentions. ACL/IJCNLP (Findings) (2021)
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. NAACL-HLT (2021)
Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya
Learning Slice-Aware Representations with Mixture of Attentions. CoRR (2021)
Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding. CoRR (2021)
Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation. ACL/IJCNLP (1) (2021)
Han Li, Sunghyun Park, Aswarth Dara, Jinseok Nam, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration. CoRR (2021)
Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding. ASRU (2021)
Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation. CoRR (2021)
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. EMNLP (1) (2021)
Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. CoRR (2020)
Joo-Kyung Kim, Young-Bum Kim
Pseudo Labeling and Negative Feedback Learning for Large-scale Multi-label Domain Classification. CoRR (2020)
Dookun Park, Hao Yuan, Dongmin Kim, Yinglei Zhang, Spyros Matsoukas, Young-Bum Kim, Ruhi Sarikaya, Edward Guo, Yuan Ling, Kevin Quinn, Pham Hung, Benjamin Yao, Sungjin Lee
Large-scale Hybrid Approach for Predicting User Satisfaction with Conversational Agents. CoRR (2020)
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. CoRR (2020)
Joo-Kyung Kim, Young-Bum Kim
Pseudo Labeling and Negative Feedback Learning for Large-Scale Multi-Label Domain Classification. ICASSP (2020)
Jinseok Nam, Young-Bum Kim, Eneldo Loza Mencía, Sunghyun Park, Ruhi Sarikaya, Johannes Fürnkranz
Learning Context-dependent Label Permutations for Multi-label Classification. ICML (2019)
Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding. CoRR (2019)
Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding. NAACL-HLT (2) (2019)
Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim
Continuous Learning for Large-scale Personalized Domain Classification. CoRR (2019)
Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim
Continuous Learning for Large-scale Personalized Domain Classification. NAACL-HLT (1) (2019)
Jihwan Lee, Dongchan Kim, Ruhi Sarikaya, Young-Bum Kim
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding. SLT (2018)
Joo-Kyung Kim, Young-Bum Kim
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates. INTERSPEECH (2018)
Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya
Efficient Large-Scale Domain Classification with Personalized Attention. CoRR (2018)
Young-Bum Kim, Dongchan Kim, Joo-Kyung Kim, Ruhi Sarikaya
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding. CoRR (2018)
Young-Bum Kim, Dongchan Kim, Joo-Kyung Kim, Ruhi Sarikaya
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding. NAACL-HLT (3) (2018)
Joo-Kyung Kim, Young-Bum Kim
Supervised Domain Enablement Attention for Personalized Domain Classification. EMNLP (2018)
Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya
Efficient Large-Scale Neural Domain Classification with Personalized Attention. ACL (1) (2018)
Joo-Kyung Kim, Young-Bum Kim
Supervised Domain Enablement Attention for Personalized Domain Classification. CoRR (2018)
Andrew Matteson, Chanhee Lee, Young-Bum Kim, Heuiseok Lim
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging. CoRR (2018)
Andrew Matteson, Chanhee Lee, Young-Bum Kim, Heuiseok Lim
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging. COLING (2018)
Chanhee Lee, Young-Bum Kim, Dongyub Lee, Heuiseok Lim
Character-Level Feature Extraction with Densely Connected Networks. CoRR (2018)
Jihwan Lee, Dongchan Kim, Ruhi Sarikaya, Young-Bum Kim
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding. CoRR (2018)
Young-Bum Kim, Sungjin Lee, Karl Stratos
OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding. CoRR (2018)
Joo-Kyung Kim, Young-Bum Kim
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates. CoRR (2018)
Chanhee Lee, Young-Bum Kim, Dongyub Lee, Heuiseok Lim
Character-Level Feature Extraction with Densely Connected Networks. COLING (2018)
Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya, Eric Fosler-Lussier
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources. EMNLP (2017)
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
Speaker-sensitive dual memory networks for multi-turn slot tagging. ASRU (2017)
Young-Bum Kim, Karl Stratos, Dongchan Kim
Adversarial Adaptation of Synthetic or Stale Data. ACL (1) (2017)
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging. CoRR (2017)
Young-Bum Kim, Sungjin Lee, Karl Stratos
ONENET: Joint domain, intent, slot prediction for spoken language understanding. ASRU (2017)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
A Framework for pre-training hidden-unit conditional random fields and its extension to long short term memory networks. Comput. Speech Lang. 46 (2017)
Young-Bum Kim, Karl Stratos, Dongchan Kim
Domain Attention with an Ensemble of Experts. ACL (1) (2017)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Scalable Semi-Supervised Query Classification Using Matrix Sketching. ACL (2) (2016)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Frustratingly Easy Neural Domain Adaptation. COLING (2016)
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
Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform. HLT-NAACL Demos (2016)
Young-Bum Kim, Alexandre Rochette, Ruhi Sarikaya
Natural Language Model Re-usability for Scaling to Different Domains. EMNLP (2016)
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
An overview of end-to-end language understanding and dialog management for personal digital assistants. SLT (2016)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Domainless Adaptation by Constrained Decoding on a Schema Lattice. COLING (2016)
Eun-Suk Yang, Young-Bum Kim, Ruhi Sarikaya, Yu-Seop Kim
Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer. HLT-NAACL (2016)
Young-Bum Kim, Benjamin Snyder, Ruhi Sarikaya
Part-of-speech Taggers for Low-resource Languages using CCA Features. EMNLP (2015)
Young-Bum Kim, Minwoo Jeong, Karl Stratos, Ruhi Sarikaya
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs. HLT-NAACL (2015)
Timothy Baldwin, Marie-Catherine de Marneffe, Bo Han, Young-Bum Kim, Alan Ritter, Wei Xu
Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition. NUT@IJCNLP (2015)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
New Transfer Learning Techniques for Disparate Label Sets. ACL (1) (2015)
Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sarikaya
Compact Lexicon Selection with Spectral Methods. ACL (2) (2015)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Pre-training of Hidden-Unit CRFs. ACL (2) (2015)
Young-Bum Kim, Heemoon Chae, Benjamin Snyder, Yu-Seop Kim
Training a Korean SRL System with Rich Morphological Features. ACL (2) (2014)
Tasos Anastasakos, Young-Bum Kim, Anoop Deoras
Task specific continuous word representations for mono and multi-lingual spoken language understanding. ICASSP (2014)
Young-Bum Kim, Benjamin Snyder
Unsupervised Consonant-Vowel Prediction over Hundreds of Languages. ACL (1) (2013)
Young-Bum Kim, Benjamin Snyder
Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion. HLT-NAACL (2013)
Young-Bum Kim, YoungJo Kim, Yu-Seop Kim
Sentence Difficulty Analysis with Local Feature Space and Global Distributional Difference. ICHIT (1) (2012)
Young-Bum Kim, Jung-Kuk Lee, Yu-Seop Kim
A Multi-phase Semi-supersense Tagging of Korean Unknown Nouns. ICHIT (2) (2012)
Young-Bum Kim, Benjamin Snyder
Universal Grapheme-to-Phoneme Prediction Over Latin Alphabets. EMNLP-CoNLL (2012)
Young-Bum Kim, João Graça, Benjamin Snyder
Universal Morphological Analysis using Structured Nearest Neighbor Prediction. EMNLP (2011)
Young-Bum Kim, Yu-Seop Kim
An autonomous assessment system based on combined latent semantic kernels. Expert Syst. Appl. 37 (4) (2010)
Young-Bum Kim, Yu-Seop Kim
Latent Semantic Kernels for WordNet: Transforming a Tree-Like Structure into a Matrix. ALPIT (2008)
Young-Bum Kim, Seung-Hoon Han, Sun-Jeong Kim, Eun-Ju Kim, Chang Geun Song
Multi-Player Virtual Ping-Pong Game. ICAT (2007)
Young-Bum Kim, Min-Sub Shim, Chang Geun Song, Yu-Seop Kim
A First Person Shooter with Dual Guns Using Multiple Optical Air Mouse Devices. ICAT (2007)