Gökhan Tür
According to our database1,
Gökhan Tür
authored at least 155 papers
between 1996 and 2023.
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Bibliography
2023
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
CoRR, 2022
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.
CoRR, 2022
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Learning Better Visual Dialog Agents with Pretrained Visual-Linguistic Representation.
CoRR, 2021
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021
Correcting Automated and Manual Speech Transcription Errors Using Warped Language Models.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Language Model is all You Need: Natural Language Understanding as Question Answering.
Proceedings of the IEEE International Conference on Acoustics, 2021
Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Can You be More Social? Injecting Politeness and Positivity into Task-Oriented Conversational Agents.
CoRR, 2020
LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering.
CoRR, 2020
CoRR, 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
2019
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019
Commonsense and Semantic-Guided Navigation through Language in Embodied Environment.
Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
2018
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning.
CoRR, 2017
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017
Proceedings of the Interspeech 2017, 2017
2016
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the Interspeech 2016, 2016
End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding.
Proceedings of the Interspeech 2016, 2016
A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding.
Proceedings of the Interspeech 2016, 2016
2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Clustering novel intents in a conversational interaction system with semantic parsing.
Proceedings of the INTERSPEECH 2015, 2015
2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Distributed open-domain conversational understanding framework with domain independent extractors.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Personal knowledge graph population from user utterances in conversational understanding.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Joint semantic utterance classification and slot filling with recursive neural networks.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Deriving local relational surface forms from dependency-based entity embeddings for unsupervised spoken language understanding.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the INTERSPEECH 2014, 2014
Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding.
Proceedings of the INTERSPEECH 2014, 2014
Rapidly building domain-specific entity-centric language models using semantic web knowledge sources.
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Extending domain coverage of language understanding systems via intent transfer between domains using knowledge graphs and search query click logs.
Proceedings of the IEEE International Conference on Acoustics, 2014
Understanding Spoken Language.
Proceedings of the Computing Handbook, 2014
2013
Joint Discriminative Decoding of Words and Semantic Tags for Spoken Language Understanding.
IEEE Trans. Speech Audio Process., 2013
IEEE Signal Process. Mag., 2013
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the First Workshop on Speech, 2013
A weakly-supervised approach for discovering new user intents from search query logs.
Proceedings of the INTERSPEECH 2013, 2013
IsNL? a discriminative approach to detect natural language like queries for conversational understanding.
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Multi-style adaptive training for robust cross-lingual spoken language understanding.
Proceedings of the IEEE International Conference on Acoustics, 2013
Using a knowledge graph and query click logs for unsupervised learning of relation detection.
Proceedings of the IEEE International Conference on Acoustics, 2013
Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
Use of kernel deep convex networks and end-to-end learning for spoken language understanding.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012
Statistical semantic interpretation modeling for spoken language understanding with enriched semantic features.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012
Proceedings of the Workshop on Future directions and needs in the Spoken Dialog Community: Tools and Data, 2012
Proceedings of the INTERSPEECH 2012, 2012
A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System.
Proceedings of the INTERSPEECH 2012, 2012
Proceedings of the INTERSPEECH 2012, 2012
Towards deeper understanding: Deep convex networks for semantic utterance classification.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Translating natural language utterances to search queries for SLU domain detection using query click logs.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
IEEE Signal Process. Mag., 2011
Towards spoken clinical-question answering: evaluating and adapting automatic speech-recognition systems for spoken clinical questions.
J. Am. Medical Informatics Assoc., 2011
Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling.
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the INTERSPEECH 2011, 2011
Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding.
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Exploiting query click logs for utterance domain detection in spoken language understanding.
Proceedings of the IEEE International Conference on Acoustics, 2011
Employing web search query click logs for multi-domain spoken language understanding.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
2010
IEEE Trans. Speech Audio Process., 2010
Comput. Speech Lang., 2010
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010
Proceedings of the INTERSPEECH 2010, 2010
Proceedings of the INTERSPEECH 2010, 2010
Proceedings of the INTERSPEECH 2010, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Generative and Discriminative Methods Using Morphological Information for Sentence Segmentation of Turkish.
IEEE Trans. Speech Audio Process., 2009
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Classification-based strategies for combining multiple 5-w question answering systems.
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task.
Proceedings of the ACL 2009, 2009
Proceedings of the Database Technologies: Concepts, 2009
2008
Nat. Lang. Eng., 2008
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008
Exploiting dialogue act tagging and prosodic information for action item identification.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the Multimedia Information Extraction, 2008
2007
Proceedings of the INTERSPEECH 2007, 2007
Exploiting information extraction annotations for document retrieval in distillation tasks.
Proceedings of the INTERSPEECH 2007, 2007
Proceedings of the INTERSPEECH 2007, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007
2006
ACM Trans. Speech Lang. Process., 2006
IEEE Trans. Speech Audio Process., 2006
Introduction to the Special Issue on Spoken Language Understanding in Conversational Systems.
Speech Commun., 2006
Comput. Speech Lang., 2006
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006
Proceedings of the INTERSPEECH 2006, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Speech Commun., 2005
AI Mag., 2005
Proceedings of the INTERSPEECH 2005, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Error Prediction in Spoken Dialog: From Signal-to-Noise Ratio to Semantic Confidence Scores.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the SIGDIAL 2004 Workshop, The 5th Annual Meeting of the Special Interest Group on Discourse and Dialogue, April 30, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Unsupervised and active learning in automatic speech recognition for call classification.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Comput. Humanit., 2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
2001
Comput. Linguistics, 2001
2000
A Statistical information extraction system for Turkish (Türkçe için istatistiksel bir bilgi çıkarım sistemi)
PhD thesis, 2000
Speech Commun., 2000
1999
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999
1998
Automatic detection of sentence boundaries and disfluencies based on recognized words.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
Proceedings of the Machine Translation and the Information Soup, 1998
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998
1997
Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics, 1997
1996
Using Multiple Sources of Information for Constraint-Based Morphological Disambiguation
CoRR, 1996
Combining Hand-crafted Rules and Unsupervised Learning in Constraint-based Morphological Disambiguation.
Proceedings of the Conference on Empirical Methods in Natural Language Processing, 1996