Asli Çelikyilmaz

According to our database1, Asli Çelikyilmaz authored at least 76 papers between 2007 and 2019.

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Bibliography

2019
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing.
CoRR, 2019

Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models.
CoRR, 2019

2018
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation.
CoRR, 2018

Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation.
CoRR, 2018

Discourse-Aware Neural Rewards for Coherent Text Generation.
CoRR, 2018

Deep Communicating Agents for Abstractive Summarization.
CoRR, 2018

Learning and analyzing vector encoding of symbolic representations.
CoRR, 2018

Deep Communicating Agents for Abstractive Summarization.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Discourse-Aware Neural Rewards for Coherent Text Generation.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Learning and Analyzing Vector Encoding of Symbolic Representation.
Proceedings of the 6th International Conference on Learning Representations, 2018

Deep Learning for Dialogue Systems.
Proceedings of the COLING 2018, 2018

2017
Spoken language understanding and interaction: machine learning for human-like conversational systems.
Computer Speech & Language, 2017

Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning.
CoRR, 2017

Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems.
CoRR, 2017

Scaffolding Networks for Teaching and Learning to Comprehend.
CoRR, 2017

End-to-End Task-Completion Neural Dialogue Systems.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Deep Learning for Dialogue Systems.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
An Empirical Investigation of Word Class-Based Features for Natural Language Understanding.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2016

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

Associative Adversarial Networks.
CoRR, 2016

An overview of end-to-end language understanding and dialog management for personal digital assistants.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 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

A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding.
Proceedings of the Interspeech 2016, 2016

2015
Investigation of ensemble models for sequence learning.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Natural language understanding for partial queries.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

A universal model for flexible item selection in conversational dialogs.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

Enriching Word Embeddings Using Knowledge Graph for Semantic Tagging in Conversational Dialog Systems.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
Shrinkage based features for slot tagging with conditional random fields.
Proceedings of the INTERSPEECH 2014, 2014

Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding.
Proceedings of the INTERSPEECH 2014, 2014

Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

A variational Bayesian model for user intent detection.
Proceedings of the IEEE International Conference on Acoustics, 2014

Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013
Learning to Relate Literal and Sentimental Descriptions of Visual Properties.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 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

Latent semantic modeling for slot filling in conversational understanding.
Proceedings of the IEEE International Conference on Acoustics, 2013

Easy contextual intent prediction and slot 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
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

A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System.
Proceedings of the INTERSPEECH 2012, 2012

A Joint Model for Discovery of Aspects in Utterances.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

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

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

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

Concept-based classification for multi-document summarization.
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

Discovery of Topically Coherent Sentences for Extractive Summarization.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
Decision making with imprecise parameters.
Int. J. Approx. Reasoning, 2010

Probabilistic model-based sentiment analysis of twitter messages.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Extractive summarization using a latent variable model.
Proceedings of the INTERSPEECH 2010, 2010

A Hybrid Hierarchical Model for Multi-Document Summarization.
Proceedings of the ACL 2010, 2010

2009
A Genetic Fuzzy System Based On Improved Fuzzy Functions.
JCP, 2009

A Soft-Link Spectral Model for Link Prediction.
Int. J. Semantic Computing, 2009

Increasing accuracy of two-class pattern recognition with enhanced fuzzy functions.
Expert Syst. Appl., 2009

Soft-Link Spectral Clustering for Information Extraction.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Spectral Learning with Type-2 Fuzzy Numbers for Question/Answering System.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Accurate Semantic Class Classifier for Coreference Resolution.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Investigation of Question Classifier in Question Answering.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

A Graph-based Semi-Supervised Learning for Question-Answering.
Proceedings of the ACL 2009, 2009

Modeling Uncertainty with Fuzzy Logic - With Recent Theory and Applications
Studies in Fuzziness and Soft Computing 240, Springer, ISBN: 978-3-540-89923-5, 2009

2008
Uncertainty Modeling of Improved Fuzzy Functions With Evolutionary Systems.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

Enhanced Fuzzy System Models With Improved Fuzzy Clustering Algorithm.
IEEE Trans. Fuzzy Systems, 2008

Validation criteria for enhanced fuzzy clustering.
Pattern Recognition Letters, 2008

Uncertainty bounds of Fuzzy C-Regression Method.
Proceedings of the FUZZ-IEEE 2008, 2008

Semantic approach to text entailment for question answering - new domain for uncertainty modeling.
Proceedings of the Seventh IEEE International Conference on Cognitive Informatics, 2008

2007
New Cluster Validity Index with Fuzzy Functions.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

Fuzzy functions with support vector machines.
Inf. Sci., 2007

Evolutionary fuzzy system models with improved fuzzy functions and its application to industrial process.
Proceedings of the IEEE International Conference on Systems, 2007

A New Classifier Design with Fuzzy Functions.
Proceedings of the Rough Sets, 2007

Evolution of Fuzzy System Models: An Overview and New Directions.
Proceedings of the Rough Sets, 2007


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