Ruhi Sarikaya

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 48

Top Venues

Publications

Xiaohu Liu, Chenlei Guo, Benjamin Yao, Ruhi Sarikaya
A Self-Learning Framework for Large-Scale Conversational AI Systems. IEEE Comput. Intell. Mag. 19 (2) (2024)
Ruhi Sarikaya
Intelligent Conversational Agents for Ambient Computing: A Keynote at SIGIR 2022. SIGIR Forum 56 (2) (2022)
Ruhi Sarikaya
Intelligent Conversational Agents for Ambient Computing. SIGIR (2022)
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 (2021)
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)
Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya
Learning Slice-Aware Representations with Mixture of Attentions. CoRR (2021)
Pragaash Ponnusamy, Alireza Roshan Ghias, Yi Yi, Benjamin Yao, Chenlei Guo, Ruhi Sarikaya
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. AI Mag. 42 (4) (2021)
Laura Panfili, Steve Duman, Andrew Nave, Katherine Phelps Ridgeway, Nathan Eversole, Ruhi Sarikaya
Human-AI Interactions Through A Gricean Lens. CoRR (2021)
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 (2021)
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)
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 (2020)
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 (2020)
Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. AAAI (2020)
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)
Pragaash Ponnusamy, Alireza Roshan Ghias, Chenlei Guo, Ruhi Sarikaya
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. CoRR (2019)
Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding. CoRR (2019)
Jihwan Lee, Ruhi Sarikaya, Young-Bum Kim
Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding. NAACL-HLT (2) (2019)
Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim
Continuous Learning for Large-scale Personalized Domain Classification. CoRR (2019)
Han Li, Jihwan Lee, Sidharth Mudgal, Ruhi Sarikaya, Young-Bum Kim
Continuous Learning for Large-scale Personalized Domain Classification. NAACL-HLT (1) (2019)
Chetan Naik, Arpit Gupta, Hancheng Ge, Lambert Mathias, Ruhi Sarikaya
Contextual Slot Carryover for Disparate Schemas. CoRR (2018)
Jihwan Lee, Dongchan Kim, Ruhi Sarikaya, Young-Bum Kim
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding. SLT (2018)
Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya
Efficient Large-Scale Domain Classification with Personalized Attention. CoRR (2018)
Chetan Naik, Arpit Gupta, Hancheng Ge, Lambert Mathias, Ruhi Sarikaya
Contextual Slot Carryover for Disparate Schemas. INTERSPEECH (2018)
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 (2018)
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)
Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya
Efficient Large-Scale Neural Domain Classification with Personalized Attention. ACL (1) (2018)
Thomas Powers, Rasool Fakoor, Siamak Shakeri, Abhinav Sethy, Amanjit Kainth, Abdel-rahman Mohamed, Ruhi Sarikaya
Differentiable Greedy Networks. CoRR (2018)
Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya
Direct optimization of F-measure for retrieval-based personal question answering. CoRR (2018)
Jihwan Lee, Dongchan Kim, Ruhi Sarikaya, Young-Bum Kim
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding. CoRR (2018)
Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya
Direct Optimization of F-Measure for Retrieval-Based Personal Question Answering. SLT (2018)
Ruhi Sarikaya
The Technology Behind Personal Digital Assistants: An overview of the system architecture and key components. IEEE Signal Process. Mag. 34 (1) (2017)
Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya, Eric Fosler-Lussier
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources. EMNLP (2017)
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
Speaker-sensitive dual memory networks for multi-turn slot tagging. ASRU (2017)
Vipul Agarwal, Omar Zia Khan, Ruhi Sarikaya
Remembering what you said: Semantic personalized memory for personal digital assistants. ICASSP (2017)
Young-Bum Kim, Sungjin Lee, Ruhi Sarikaya
Speaker-Sensitive Dual Memory Networks for Multi-Turn Slot Tagging. CoRR (2017)
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 (2017)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Scalable Semi-Supervised Query Classification Using Matrix Sketching. ACL (2) (2016)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Frustratingly Easy Neural Domain Adaptation. COLING (2016)
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)
Asli Celikyilmaz, Ruhi Sarikaya, Minwoo Jeong, Anoop Deoras
An Empirical Investigation of Word Class-Based Features for Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 24 (6) (2016)
Young-Bum Kim, Alexandre Rochette, Ruhi Sarikaya
Natural Language Model Re-usability for Scaling to Different Domains. EMNLP (2016)
Omar Zia Khan, Ruhi Sarikaya
Making Personal Digital Assistants Aware of What They Do Not Know. INTERSPEECH (2016)
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)
Alex Marin, Paul A. Crook, Omar Zia Khan, Vasiliy Radostev, Khushboo Aggarwal, Ruhi Sarikaya
Flexible, Rapid Authoring of Goal-Orientated, Multi-Turn Dialogues Using the Task Completion Platform. INTERSPEECH (2016)
Xiaohu Liu, Ruhi Sarikaya, Liang Zhao, Yong Ni, Yi-Cheng Pan
Personalized Natural Language Understanding. INTERSPEECH (2016)
Asli Celikyilmaz, Ruhi Sarikaya, Dilek Hakkani-Tür, Xiaohu Liu, Nikhil Ramesh, Gökhan Tür
A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding. INTERSPEECH (2016)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Domainless Adaptation by Constrained Decoding on a Schema Lattice. COLING (2016)
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)
Asli Celikyilmaz, Dilek Hakkani-Tür, Panupong Pasupat, Ruhi Sarikaya
Enriching Word Embeddings Using Knowledge Graph for Semantic Tagging in Conversational Dialog Systems. AAAI Spring Symposia (2015)
Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya
A universal model for flexible item selection in conversational dialogs. ASRU (2015)
Paul A. Crook, Jean-Philippe Robichaud, Ruhi Sarikaya
Multi-language hypotheses ranking and domain tracking for open domain dialogue systems. INTERSPEECH (2015)
Omar Zia Khan, Jean-Philippe Robichaud, Paul A. Crook, Ruhi Sarikaya
Hypotheses ranking and state tracking for a multi-domain dialog system using multiple ASR alternates. INTERSPEECH (2015)
Young-Bum Kim, Benjamin Snyder, Ruhi Sarikaya
Part-of-speech Taggers for Low-resource Languages using CCA Features. EMNLP (2015)
Ruhi Sarikaya
The technology powering personal digital assistants. INTERSPEECH (2015)
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)
Xiaohu Liu, Asli Celikyilmaz, Ruhi Sarikaya
Natural language understanding for partial queries. ASRU (2015)
Yusuf Ziya Isik, Hakan Erdogan, Ruhi Sarikaya
S-vector: A discriminative representation derived from i-vector for speaker verification. EUSIPCO (2015)
Yi Ma, Paul A. Crook, Ruhi Sarikaya, Eric Fosler-Lussier
Knowledge Graph Inference for spoken dialog systems. ICASSP (2015)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
New Transfer Learning Techniques for Disparate Label Sets. ACL (1) (2015)
Young-Bum Kim, Karl Stratos, Xiaohu Liu, Ruhi Sarikaya
Compact Lexicon Selection with Spectral Methods. ACL (2) (2015)
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Pre-training of Hidden-Unit CRFs. ACL (2) (2015)
Chunxi Liu, Puyang Xu, Ruhi Sarikaya
Deep contextual language understanding in spoken dialogue systems. INTERSPEECH (2015)
Jean-Philippe Robichaud, Paul A. Crook, Puyang Xu, Omar Zia Khan, Ruhi Sarikaya
Hypotheses ranking for robust domain classification and tracking in dialogue systems. INTERSPEECH (2014)
Ruhi Sarikaya, Asli Celikyilmaz, Anoop Deoras, Minwoo Jeong
Shrinkage based features for slot tagging with conditional random fields. INTERSPEECH (2014)
Puyang Xu, Ruhi Sarikaya
Targeted feature dropout for robust slot filling in natural language understanding. INTERSPEECH (2014)
Ali El-Kahky, Xiaohu Liu, Ruhi Sarikaya, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
Extending domain coverage of language understanding systems via intent transfer between domains using knowledge graphs and search query click logs. ICASSP (2014)
Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya
Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces. EMNLP (2014)
Xiaohu Liu, Ruhi Sarikaya
A discriminative model based entity dictionary weighting approach for spoken language understanding. SLT (2014)
Ruhi Sarikaya, Geoffrey E. Hinton, Anoop Deoras
Application of Deep Belief Networks for Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 22 (4) (2014)
Alex Marin, Roman Holenstein, Ruhi Sarikaya, Mari Ostendorf
Learning phrase patterns for text classification using a knowledge graph and unlabeled data. INTERSPEECH (2014)
Yusuf Ziya Isik, Hakan Erdogan, Ruhi Sarikaya
A Latent Dirichlet Allocation Based Front-End for Speaker Verification. Odyssey (2014)
Puyang Xu, Ruhi Sarikaya
Contextual domain classification in spoken language understanding systems using recurrent neural network. ICASSP (2014)
Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür, Ruhi Sarikaya
Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression. ACL (1) (2013)
Aditya Bhargava, Asli Celikyilmaz, Dilek Hakkani-Tür, Ruhi Sarikaya
Easy contextual intent prediction and slot detection. ICASSP (2013)
Coskun Mermer, Murat Saraclar, Ruhi Sarikaya
Improving Statistical Machine Translation Using Bayesian Word Alignment and Gibbs Sampling. IEEE Trans. Speech Audio Process. 21 (5) (2013)
Puyang Xu, Ruhi Sarikaya
Convolutional neural network based triangular CRF for joint intent detection and slot filling. ASRU (2013)
Puyang Xu, Ruhi Sarikaya
Exploiting shared information for multi-intent natural language sentence classification. INTERSPEECH (2013)
Ruhi Sarikaya, Canturk Isci, Alper Buyuktosunoglu
Runtime Application Behavior Prediction Using a Statistical Metric Model. IEEE Trans. Computers 62 (3) (2013)
Xiaohu Liu, Ruhi Sarikaya, Chris Brockett, Chris Quirk, William B. Dolan
Paraphrase features to improve natural language understanding. INTERSPEECH (2013)
Anoop Deoras, Ruhi Sarikaya
Deep belief network based semantic taggers for spoken language understanding. INTERSPEECH (2013)
Anoop Deoras, Gökhan Tür, Ruhi Sarikaya, Dilek Hakkani-Tür
Joint Discriminative Decoding of Words and Semantic Tags for Spoken Language Understanding. IEEE Trans. Speech Audio Process. 21 (8) (2013)
Anoop Deoras, Ruhi Sarikaya, Gökhan Tür, Dilek Hakkani-Tür
Joint Decoding for Speech Recognition and Semantic Tagging. INTERSPEECH (2012)
Sibel Yaman, Jason W. Pelecanos, Ruhi Sarikaya
Bottleneck features for speaker recognition. Odyssey (2012)
Ruhi Sarikaya, Geoffrey E. Hinton, Bhuvana Ramabhadran
Deep belief nets for natural language call-routing. ICASSP (2011)
Leonid Rachevsky, Dimitri Kanevsky, Ruhi Sarikaya, Bhuvana Ramabhadran
Clustering with Modified Cosine Distance Learned from Constraints. INTERSPEECH (2011)
Stanley F. Chen, Stephen M. Chu, Ahmad Emami, Lidia Mangu, Bhuvana Ramabhadran, Ruhi Sarikaya, Abhinav Sethy
Performance prediction and shrinking language models. MLSLP (2011)
Ruhi Sarikaya, Stanley F. Chen, Bhuvana Ramabhadran
Shrinkage-Based Features for Natural Language Call Routing. INTERSPEECH (2011)
Ruhi Sarikaya, Ahmad Emami, Mohamed Afify, Bhuvana Ramabhadran
Continuous space language modeling techniques. ICASSP (2010)
Ruhi Sarikaya, Stanley F. Chen, Abhinav Sethy, Bhuvana Ramabhadran
Impact of word classing on shrinkage-based language models. INTERSPEECH (2010)
Ruhi Sarikaya, Canturk Isci, Alper Buyuktosunoglu
Program behavior prediction using a statistical metric model. SIGMETRICS (2010)
Ruhi Sarikaya, Canturk Isci, Alper Buyuktosunoglu
Runtime workload behavior prediction using statistical metric modeling with application to dynamic power management. IISWC (2010)
Ruhi Sarikaya, Alper Buyuktosunoglu
A Unified Prediction Method for Predicting Program Behavior. IEEE Trans. Computers 59 (2) (2010)
Ruhi Sarikaya
Towards building effective language translation systems. SLTU (2010)
Stanley F. Chen, Lidia Mangu, Bhuvana Ramabhadran, Ruhi Sarikaya, Abhinav Sethy
Scaling shrinkage-based language models. ASRU (2009)
Imed Zitouni, Ruhi Sarikaya
Arabic diacritic restoration approach based on maximum entropy models. Comput. Speech Lang. 23 (3) (2009)
Ruhi Sarikaya, Mohamed Afify, Brian Kingsbury
Tied-Mixture Language Modeling in Continuous Space. HLT-NAACL (2009)
Ruhi Sarikaya, Sameer Maskey, R. Zhang, Ea-Ee Jan, D. Wang, Bhuvana Ramabhadran, Salim Roukos
Iterative sentence-pair extraction from quasi-parallel corpora for machine translation. INTERSPEECH (2009)
Ruhi Sarikaya, Katrin Kirchhoff, Tanja Schultz, Dilek Hakkani-Tür
Introduction to the Special Issue on Processing Morphologically Rich Languages. IEEE Trans. Speech Audio Process. 17 (5) (2009)
Ruhi Sarikaya, Mohamed Afify, Yonggang Deng, Hakan Erdogan, Yuqing Gao
Joint Morphological-Lexical Language Modeling for Processing Morphologically Rich Languages With Application to Dialectal Arabic. IEEE Trans. Speech Audio Process. 16 (7) (2008)
Ruhi Sarikaya
Rapid bootstrapping of statistical spoken dialogue systems. Speech Commun. 50 (7) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ruhi Sarikaya