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Young-Bum Kim
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2020 – today
- 2021
- [c45]Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee:
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation. ACL/IJCNLP (1) 2021: 1183-1195 - [c44]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: 1530-1536 - [c43]Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim:
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding. ASRU 2021: 869-876 - [c42]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: 6054-6063 - [c41]Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee:
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. NAACL-HLT 2021: 4053-4064 - [i21]Ziming Li, Dookun Park, Julia Kiseleva, Young-Bum Kim, Sungjin Lee:
A Data-driven Approach to Estimate User Satisfaction in Multi-turn Dialogues. CoRR abs/2103.01287 (2021) - [i20]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 abs/2103.03373 (2021) - [i19]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 abs/2104.13216 (2021) - [i18]Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya:
Learning Slice-Aware Representations with Mixture of Attentions. CoRR abs/2106.02363 (2021) - [i17]Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee:
AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation. CoRR abs/2106.05589 (2021) - [i16]Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim:
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding. CoRR abs/2109.12451 (2021) - 2020
- [c40]Joo-Kyung Kim, Young-Bum Kim:
Pseudo Labeling and Negative Feedback Learning for Large-Scale Multi-Label Domain Classification. ICASSP 2020: 7964-7968 - [i15]Joo-Kyung Kim, Young-Bum Kim:
Pseudo Labeling and Negative Feedback Learning for Large-scale Multi-label Domain Classification. CoRR abs/2003.03728 (2020) - [i14]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 abs/2006.07113 (2020) - [i13]Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee:
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents. CoRR abs/2010.11230 (2020) - [i12]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 abs/2010.12251 (2020)
2010 – 2019
- 2019
- [c39]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: 4733-4742 - [c38]Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim:
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding. NAACL-HLT (2) 2019: 9-15 - [c37]Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim:
Continuous Learning for Large-scale Personalized Domain Classification. NAACL-HLT (1) 2019: 3784-3794 - [i11]Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim:
Continuous Learning for Large-scale Personalized Domain Classification. CoRR abs/1905.00921 (2019) - [i10]Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim:
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding. CoRR abs/1905.00924 (2019) - 2018
- [c36]Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya:
Efficient Large-Scale Neural Domain Classification with Personalized Attention. ACL (1) 2018: 2214-2224 - [c35]Andrew Matteson, Chanhee Lee, Young-Bum Kim, Heuiseok Lim:
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging. COLING 2018: 2482-2492 - [c34]Chanhee Lee, Young-Bum Kim, Dongyub Lee, Heuiseok Lim:
Character-Level Feature Extraction with Densely Connected Networks. COLING 2018: 3228-3239 - [c33]Joo-Kyung Kim, Young-Bum Kim:
Supervised Domain Enablement Attention for Personalized Domain Classification. EMNLP 2018: 894-899 - [c32]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: 556-560 - [c31]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: 16-24 - [c30]Jihwan Lee, Dongchan Kim, Ruhi Sarikaya, Young-Bum Kim:
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding. SLT 2018: 714-719 - [i9]Young-Bum Kim, Sungjin Lee, Karl Stratos:
OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding. CoRR abs/1801.05149 (2018) - [i8]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 abs/1804.08064 (2018) - [i7]Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya:
Efficient Large-Scale Domain Classification with Personalized Attention. CoRR abs/1804.08065 (2018) - [i6]Chanhee Lee, Young-Bum Kim, Dongyub Lee, Heuiseok Lim:
Character-Level Feature Extraction with Densely Connected Networks. CoRR abs/1806.09089 (2018) - [i5]Andrew Matteson, Chanhee Lee, Young-Bum Kim, Heuiseok Lim:
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging. CoRR abs/1806.10771 (2018) - [i4]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 abs/1807.00072 (2018) - [i3]Jihwan Lee, Dongchan Kim, Ruhi Sarikaya, Young-Bum Kim:
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding. CoRR abs/1812.06083 (2018) - [i2]Joo-Kyung Kim, Young-Bum Kim:
Supervised Domain Enablement Attention for Personalized Domain Classification. CoRR abs/1812.07546 (2018) - 2017
- [j2]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: 311-326 (2017) - [c29]Young-Bum Kim, Karl Stratos, Dongchan Kim:
Domain Attention with an Ensemble of Experts. ACL (1) 2017: 643-653 - [c28]Young-Bum Kim, Karl Stratos, Dongchan Kim:
Adversarial Adaptation of Synthetic or Stale Data. ACL (1) 2017: 1297-1307 - [c27]Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya:
Speaker-sensitive dual memory networks for multi-turn slot tagging. ASRU 2017: 541-546 - [c26]Young-Bum Kim, Sungjin Lee, Karl Stratos:
ONENET: Joint domain, intent, slot prediction for spoken language understanding. ASRU 2017: 547-553 - [c25]Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya, Eric Fosler-Lussier:
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources. EMNLP 2017: 2832-2838 - [i1]Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya:
Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging. CoRR abs/1711.10705 (2017) - 2016
- [c24]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
Scalable Semi-Supervised Query Classification Using Matrix Sketching. ACL (2) 2016 - [c23]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
Frustratingly Easy Neural Domain Adaptation. COLING 2016: 387-396 - [c22]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
Domainless Adaptation by Constrained Decoding on a Schema Lattice. COLING 2016: 2051-2060 - [c21]Young-Bum Kim, Alexandre Rochette, Ruhi Sarikaya:
Natural Language Model Re-usability for Scaling to Different Domains. EMNLP 2016: 2071-2076 - [c20]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: 47-51 - [c19]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: 282-288 - [c18]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: 391-397 - 2015
- [c17]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
Pre-training of Hidden-Unit CRFs. ACL (2) 2015: 192-198 - [c16]Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong:
New Transfer Learning Techniques for Disparate Label Sets. ACL (1) 2015: 473-482 - [c15]Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sarikaya:
Compact Lexicon Selection with Spectral Methods. ACL (2) 2015: 806-811 - [c14]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: 126-135 - [c13]Young-Bum Kim, Benjamin Snyder, Ruhi Sarikaya:
Part-of-speech Taggers for Low-resource Languages using CCA Features. EMNLP 2015: 1292-1302 - [c12]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: 84-92 - 2014
- [c11]Young-Bum Kim, Heemoon Chae, Benjamin Snyder, Yu-Seop Kim:
Training a Korean SRL System with Rich Morphological Features. ACL (2) 2014: 637-642 - [c10]Tasos Anastasakos, Young-Bum Kim, Anoop Deoras:
Task specific continuous word representations for mono and multi-lingual spoken language understanding. ICASSP 2014: 3246-3250 - 2013
- [c9]Young-Bum Kim, Benjamin Snyder:
Unsupervised Consonant-Vowel Prediction over Hundreds of Languages. ACL (1) 2013: 1527-1536 - [c8]Young-Bum Kim, Benjamin Snyder:
Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion. HLT-NAACL 2013: 1196-1205 - 2012
- [c7]Young-Bum Kim, Benjamin Snyder:
Universal Grapheme-to-Phoneme Prediction Over Latin Alphabets. EMNLP-CoNLL 2012: 332-343 - [c6]Young-Bum Kim, YoungJo Kim, Yu-Seop Kim:
Sentence Difficulty Analysis with Local Feature Space and Global Distributional Difference. ICHIT (1) 2012: 716-722 - [c5]Young-Bum Kim, Jung-Kuk Lee, Yu-Seop Kim:
A Multi-phase Semi-supersense Tagging of Korean Unknown Nouns. ICHIT (2) 2012: 760-766 - 2011
- [c4]Young-Bum Kim, João Graça, Benjamin Snyder:
Universal Morphological Analysis using Structured Nearest Neighbor Prediction. EMNLP 2011: 322-332 - 2010
- [j1]Young-Bum Kim, Yu-Seop Kim:
An autonomous assessment system based on combined latent semantic kernels. Expert Syst. Appl. 37(4): 3219-3228 (2010)
2000 – 2009
- 2008
- [c3]Young-Bum Kim, Yu-Seop Kim:
Latent Semantic Kernels for WordNet: Transforming a Tree-Like Structure into a Matrix. ALPIT 2008: 76-80 - 2007
- [c2]Young-Bum Kim, Seung-Hoon Han, Sun-Jeong Kim, Eun-Ju Kim, Chang Geun Song:
Multi-Player Virtual Ping-Pong Game. ICAT 2007: 269-273 - [c1]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: 306-307
Coauthor Index
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