Gökhan Tür

According to our database1, Gökhan Tür authored at least 132 papers between 1996 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems.
CoRR, 2018

Building a Conversational Agent Overnight with Dialogue Self-Play.
CoRR, 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

(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding.
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

Towards Zero-Shot Frame Semantic Parsing for Domain Scaling.
CoRR, 2017

Improving Frame Semantic Parsing with Hierarchical Dialogue Encoders.
CoRR, 2017

Sequential Dialogue Context Modeling for Spoken Language Understanding.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Towards Zero-Shot Frame Semantic Parsing for Domain Scaling.
Proceedings of the Interspeech 2017, 2017

2016
Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks.
CoRR, 2016

Intent detection using semantically enriched word embeddings.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Syntax or semantics? knowledge-guided joint semantic frame parsing.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM.
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
Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

Clustering novel intents in a conversational interaction system with semantic parsing.
Proceedings of the INTERSPEECH 2015, 2015

2014
Zero-Shot Learning and Clustering for Semantic Utterance Classification.
CoRR, 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

Detecting out-of-domain utterances addressed to a virtual personal assistant.
Proceedings of the INTERSPEECH 2014, 2014

Segmentation and disfluency removal for conversational speech translation.
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

A variational Bayesian model for user intent detection.
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. Audio, Speech & Language Processing, 2013

TechWare: Spoken Language Understanding Resources [Best of the Web].
IEEE Signal Process. Mag., 2013

Semantic parsing using word confusion networks with conditional random fields.
Proceedings of the INTERSPEECH 2013, 2013

Leveraging knowledge graphs for web-scale unsupervised semantic parsing.
Proceedings of the INTERSPEECH 2013, 2013

Multi-Modal Conversational Search and Browse.
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

Understanding computer-directed utterances in multi-user dialog systems.
Proceedings of the IEEE International Conference on Acoustics, 2013

Latent semantic modeling for slot filling in conversational understanding.
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

Mining Search Query Logs for Spoken Language Understanding.
Proceedings of the Workshop on Future directions and needs in the Spoken Dialog Community: Tools and Data, 2012

Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing.
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

Joint Decoding for Speech Recognition and Semantic Tagging.
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
Research Challenges and Opportunities in Mobile Applications [DSP Education].
IEEE Signal Process. Mag., 2011

Towards spoken clinical-question answering: evaluating and adapting automatic speech-recognition systems for spoken clinical questions.
JAMIA, 2011

Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling.
Proceedings of the INTERSPEECH 2011, 2011

Multi-Task Learning for Spoken Language Understanding with Shared Slots.
Proceedings of the INTERSPEECH 2011, 2011

Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding.
Proceedings of the INTERSPEECH 2011, 2011

Bootstrapping Domain Detection Using Query Click Logs for New Domains.
Proceedings of the INTERSPEECH 2011, 2011

Approximate Inference for Domain Detection in Spoken Language Understanding.
Proceedings of the INTERSPEECH 2011, 2011

Sentence simplification for spoken language understanding.
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

Exploiting distance based similarity in topic models for user intent detection.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010
The CALO Meeting Assistant System.
IEEE Trans. Audio, Speech & Language Processing, 2010

Multi-View Semi-Supervised Learning for Dialog Act Segmentation of Speech.
IEEE Trans. Audio, Speech & Language Processing, 2010

Cascaded model adaptation for dialog act segmentation and tagging.
Computer Speech & Language, 2010

What is left to be understood in ATIS?
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Social role discovery from spoken language using dynamic Bayesian networks.
Proceedings of the INTERSPEECH 2010, 2010

Domain adaptation and compensation for emotion detection.
Proceedings of the INTERSPEECH 2010, 2010

Speech-based automated cognitive status assessment.
Proceedings of the INTERSPEECH 2010, 2010

Automatic disfluency removal for improving spoken language translation.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Generative and Discriminative Methods Using Morphological Information for Sentence Segmentation of Turkish.
IEEE Trans. Audio, Speech & Language Processing, 2009

IXIR: A statistical information distillation system.
Computer Speech & Language, 2009

Anchored Speech Recognition for Question Answering.
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

Combining semantic and syntactic information sources for 5-w question answering.
Proceedings of the INTERSPEECH 2009, 2009

Exploiting user feedback for language model adaptation in meeting recognition.
Proceedings of the IEEE International Conference on Acoustics, 2009

Co-adaptation: Adaptive co-training for semi-supervised learning.
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

Sanitization and Anonymization of Document Repositories.
Proceedings of the Database Technologies: Concepts, 2009

2008
Bootstrapping spoken dialogue systems by exploiting reusable libraries.
Natural Language Engineering, 2008


Efficient data selection for machine translation.
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

Name-aware speech recognition for interactive question answering.
Proceedings of the IEEE International Conference on Acoustics, 2008

Extracting question/answer pairs in multi-party meetings.
Proceedings of the IEEE International Conference on Acoustics, 2008

An iterative unsupervised learning method for information distillation.
Proceedings of the IEEE International Conference on Acoustics, 2008

Multimedia Information Extraction Roadmap.
Proceedings of the Multimedia Information Extraction, 2008

2007
Extending boosting for large scale spoken language understanding.
Machine Learning, 2007

Duration and pronunciation conditioned lexical modeling for speaker verification.
Proceedings of the INTERSPEECH 2007, 2007

Exploiting information extraction annotations for document retrieval in distillation tasks.
Proceedings of the INTERSPEECH 2007, 2007

Co-training using prosodic and lexical information for sentence segmentation.
Proceedings of the INTERSPEECH 2007, 2007

Unsupervised Languagemodel Adaptation for Meeting Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007

Statistical Sentence Extraction for Information Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2007

Integrating several annotation layers for statistical information distillation.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006
An active approach to spoken language processing.
TSLP, 2006

The AT&T spoken language understanding system.
IEEE Trans. Audio, Speech & Language Processing, 2006

Introduction to the Special Issue on Spoken Language Understanding in Conversational Systems.
Speech Communication, 2006

Beyond ASR 1-best: Using word confusion networks in spoken language understanding.
Computer Speech & Language, 2006

Model Adaptation for Dialog Act Tagging.
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

Model Adaptation for Sentence Segmentation from speech.
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

QASR: question answering using semantic roles for speech interface.
Proceedings of the INTERSPEECH 2006, 2006

Multitask Learning for Spoken Language Understanding.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Combining active and semi-supervised learning for spoken language understanding.
Speech Communication, 2005

The Workshops at the Twentieth National Conference on Artificial Intelligence.
AI Magazine, 2005

Automated wizard-of-oz for spoken dialogue systems.
Proceedings of the INTERSPEECH 2005, 2005

Model Adaptation For Spoken Language Understanding.
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
Bootstrapping Spoken Dialog Systems with Data Reuse.
Proceedings of the SIGDIAL 2004 Workshop, The 5th Annual Meeting of the Special Interest Group on Discourse and Dialogue, April 30, 2004

Cost-sensitive call classification.
Proceedings of the INTERSPEECH 2004, 2004

Extending boosting for call classification using word confusion networks.
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
A statistical information extraction system for Turkish.
Natural Language Engineering, 2003

Active labeling for spoken language understanding.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Exploiting unlabeled utterances for spoken language understanding.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Active learning for spoken language understanding.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Optimizing SVMs for complex call classification.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Statistical Morphological Disambiguation for Agglutinative Languages.
Computers and the Humanities, 2002

Improving spoken language understanding using word confusion networks.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001
Integrating Prosodic and Lexical Cues for Automatic Topic Segmentation
CoRR, 2001

Integrating Prosodic and Lexical Cues for Automatic Topic Segmentation.
Computational Linguistics, 2001

2000
Prosody-based automatic segmentation of speech into sentences and topics.
Speech Communication, 2000

Prosody-Based Automatic Segmentation of Speech into Sentences and Topics
CoRR, 2000

Statistical Morphological Disambiguation for Agglutinative Languages.
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000

1999
Modeling the prosody of hidden events for improved word recognition.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Combining words and prosody for information extraction from speech.
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

An English-to-Turkish Interlingual MT System.
Proceedings of the Machine Translation and the Information Soup, 1998

Tagging English by Path Voting Constraints.
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

1997
Morphological Disambiguation by Voting Constraints
CoRR, 1997

Morphological Disambiguation by Voting Constraints.
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
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


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