← Authors

Young-Bum Kim

37 papers · 2011–2021 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (44) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (10) 🌟 Keyword Trendsetter Combo (7) 🀝 Dynamic Duo (23) πŸ‘₯ Mega-Team (23) 🌱 Topic Pioneer πŸ† Keyword Champion (6) πŸ—ƒοΈ Keyword Collector (74) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (37) πŸ“ˆ Trend Setter

Conferences

ACL (11) NAACL (8) EMNLP (7) IJCNLP (5) COLING (3) CONLL (1) ICML (1) INTERSPEECH (1)

Top co-authors

Ruhi Sarikaya (23) Karl Stratos (12) Benjamin Snyder (7) Sungjin Lee (6) Han Li (4) Minwoo Jeong (4) Sunghyun Park (4) Dongchan Kim (4) Joo-Kyung Kim (4) Xiaohu Liu (3)

Keywords

neural network (6) domain classification (6) domain adaptation (5) transfer learning (5) natural language understanding (4) few-shot learning (3) attention mechanism (3) intent classification (3) data augmentation (2) sequence labeling (2) slot filling (2) meaning representation (2) spoken language understanding (2) natural language generation (2) dialogue system (2) cross-lingual transfer (1) self-supervised learning (1) multi-task learning (1) reinforcement learning (1) multi-label classification (1)

Papers

AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ACL 2021
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems EMNLP 2021
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation IJCNLP 2021
Learning Slice-Aware Representations with Mixture of Attentions IJCNLP 2021
Learning Slice-Aware Representations with Mixture of Attentions ACL 2021
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents NAACL 2021
Learning Context-dependent Label Permutations for Multi-label Classification ICML 2019
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding NAACL 2019
Continuous Learning for Large-scale Personalized Domain Classification NAACL 2019
Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018
Supervised Domain Enablement Attention for Personalized Domain Classification EMNLP 2018
Character-Level Feature Extraction with Densely Connected Networks COLING 2018
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates INTERSPEECH 2018
Domain Attention with an Ensemble of Experts ACL 2017
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources EMNLP 2017
Adversarial Adaptation of Synthetic or Stale Data ACL 2017
Natural Language Model Re-usability for Scaling to Different Domains EMNLP 2016
Scalable Semi-Supervised Query Classification Using Matrix Sketching ACL 2016
Frustratingly Easy Neural Domain Adaptation COLING 2016
Domainless Adaptation by Constrained Decoding on a Schema Lattice COLING 2016
Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer NAACL 2016
Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform NAACL 2016
Part-of-speech Taggers for Low-resource Languages using CCA Features EMNLP 2015
Pre-training of Hidden-Unit CRFs IJCNLP 2015
Compact Lexicon Selection with Spectral Methods IJCNLP 2015
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs NAACL 2015
New Transfer Learning Techniques for Disparate Label Sets ACL 2015
Compact Lexicon Selection with Spectral Methods ACL 2015
Pre-training of Hidden-Unit CRFs ACL 2015
New Transfer Learning Techniques for Disparate Label Sets IJCNLP 2015
Training a Korean SRL System with Rich Morphological Features ACL 2014
Unsupervised Consonant-Vowel Prediction over Hundreds of Languages ACL 2013
Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion NAACL 2013
Universal Grapheme-to-Phoneme Prediction Over Latin Alphabets EMNLP 2012
Universal Grapheme-to-Phoneme Prediction Over Latin Alphabets CONLL 2012
Universal Morphological Analysis using Structured Nearest Neighbor Prediction EMNLP 2011