Ruhi Sarikaya

37 papers · 2006–2026 · 8 conferences · across top CS/AI conferences

Achievements

+13 more ↓

🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (18)

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (12) 🤝 Dynamic Duo (23) 👥 Mega-Team (23) 🌱 Topic Pioneer 🧬 Topic Evolution 🚀 Conference Pioneer 🗃️ Keyword Collector (72) 💎 Century Club (36) 📈 Trend Setter 🔥 Unstoppable (9) ⚡ Prolific Year (8)

Conferences

ACL (9) 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) Paul Crook (2)

Keywords

natural language understanding (5) domain classification (4) domain adaptation (4) neural network (4) dialogue system (3) slot filling (3) intent classification (3) transfer learning (3) conversational ai (2) neural network architecture (2) slot tagging (2) large language model (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)

Papers

Analyzing and Internalizing Complex Policy Documents for LLM Agents ACL 2026 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 Continuous Learning for Large-scale Personalized Domain Classification NAACL 2019 Learning Context-dependent Label Permutations for Multi-label Classification ICML 2019 Contextual Slot Carryover for Disparate Schemas INTERSPEECH 2018 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 Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources EMNLP 2017 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 Natural Language Model Re-usability for Scaling to Different Domains EMNLP 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 A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding INTERSPEECH 2016 Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform NAACL 2016 Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer NAACL 2016 Personalized Natural Language Understanding INTERSPEECH 2016 Compact Lexicon Selection with Spectral Methods IJCNLP 2015 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 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