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Young-Bum Kim

31 papers · 2011–2021 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (39) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (19) 🌟 Keyword Trendsetter Combo (6) πŸ† Keyword Champion (6) 🧭 Keyword Pioneer πŸ‘₯ Mega-Team Β· Squad πŸ’Ž Century Club Β· Bronze ⚑ Prolific Year Β· Productive πŸ—ƒοΈ Keyword Collector (73) πŸ”₯ Unstoppable Β· Bronze πŸ“ˆ Trend Setter

Venues

ACL (11) NAACL (8) EMNLP (7) COLING (3) ICML (1) Interspeech (1)

Top co-authors

Ruhi Sarikaya (19) Karl Stratos (9) Benjamin Snyder (6) Joo-Kyung Kim (4) Dongchan Kim (4) Sungjin Lee (4) Han Li (3) Sunghyun Park (3) Minwoo Jeong (3) Alexandre Rochette (2)

Research topics

Machine Learning (14) Deep Learning (10) Learning Types Β· Machine Learning (9) Natural Language Processing (8) Artificial Intelligence (7) Applications (7) Core Methods (7) Learning Types Β· Deep Learning (7) Application Areas (6) Core AI (4) Learning Paradigms (4) Techniques (4) Architectures (3) Generation (2) Understanding (1)

Keywords

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

Papers

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