← Authors

Ruhi Sarikaya

36 papers · 2006–2024 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (41) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (18) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (12) 🀝 Dynamic Duo (23) πŸ‘₯ Mega-Team (23) 🌱 Topic Pioneer 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (72) πŸ’Ž Century Club (36) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9) ⚑ Prolific Year (8)

Conferences

ACL (8) NAACL (8) EMNLP (6) INTERSPEECH (5) IJCNLP (4) COLING (3) AAAI (1) ICML (1)

Top co-authors

Young-Bum Kim (23) Karl Stratos (10) Xiaohu Liu (5) Han Li (4) Sunghyun Park (4) Minwoo Jeong (4) Asli Celikyilmaz (4) Sungjin Lee (3) Dilek Hakkani-Tur (3) Zhaleh Feizollahi (2)

Keywords

natural language understanding (5) domain adaptation (4) domain classification (4) neural network (4) transfer learning (3) dialogue system (3) intent classification (3) slot filling (3) conversational ai (2) neural network architecture (2) slot tagging (2) semi-supervised learning (2) spoken language understanding (2) sequence labeling (2) multi-label classification (1) universal dependencies (1) cross-lingual transfer (1) continual learning (1) speech recognition (1) query reformulation (1)

Papers

EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation EMNLP 2024
Learning Slice-Aware Representations with Mixture of Attentions ACL 2021
Learning Slice-Aware Representations with Mixture of Attentions IJCNLP 2021
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems EMNLP 2021
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents AAAI 2020
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding NAACL 2019
Learning Context-dependent Label Permutations for Multi-label Classification ICML 2019
Continuous Learning for Large-scale Personalized Domain Classification NAACL 2019
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018
Contextual Slot Carryover for Disparate Schemas INTERSPEECH 2018
Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources EMNLP 2017
A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding INTERSPEECH 2016
Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer NAACL 2016
Frustratingly Easy Neural Domain Adaptation COLING 2016
Domainless Adaptation by Constrained Decoding on a Schema Lattice COLING 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
Natural Language Model Re-usability for Scaling to Different Domains EMNLP 2016
Personalized Natural Language Understanding INTERSPEECH 2016
Making Personal Digital Assistants Aware of What They Do Not Know INTERSPEECH 2016
Flexible, Rapid Authoring of Goal-Orientated, Multi-Turn Dialogues Using the Task Completion Platform INTERSPEECH 2016
Compact Lexicon Selection with Spectral Methods ACL 2015
Part-of-speech Taggers for Low-resource Languages using CCA Features EMNLP 2015
Pre-training of Hidden-Unit CRFs ACL 2015
New Transfer Learning Techniques for Disparate Label Sets ACL 2015
New Transfer Learning Techniques for Disparate Label Sets IJCNLP 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
Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces EMNLP 2014
Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression ACL 2013
Tied-Mixture Language Modeling in Continuous Space NAACL 2009
Joint Morphological-Lexical Language Modeling for Machine Translation NAACL 2007
Maximum Entropy Based Restoration of Arabic Diacritics COLING 2006
Maximum Entropy Based Restoration of Arabic Diacritics ACL 2006