Asli Celikyilmaz
Asli Celikyilmaz
Researcher @ Facebook AI Research
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Multi-domain joint semantic frame parsing using bi-directional rnn-lstm.
D Hakkani-Tür, G Tür, A Celikyilmaz, YN Chen, J Gao, L Deng, YY Wang
Interspeech, 715-719, 2016
End-to-end task-completion neural dialogue systems
X Li, YN Chen, L Li, J Gao, A Celikyilmaz
arXiv preprint arXiv:1703.01008, 2017
Deep communicating agents for abstractive summarization
A Celikyilmaz, A Bosselut, X He, Y Choi
arXiv preprint arXiv:1803.10357, 2018
Modeling uncertainty with fuzzy logic
A Celikyilmaz, IB Turksen
Studies in fuzziness and soft computing 240, 149-215, 2009
Deep learning in natural language processing
L Deng, Y Liu
Springer, 2018
A hybrid hierarchical model for multi-document summarization
A Celikyilmaz, D Hakkani-Tur
Proceedings of the 48th Annual Meeting of the Association for Computational …, 2010
Comet: Commonsense transformers for automatic knowledge graph construction
A Bosselut, H Rashkin, M Sap, C Malaviya, A Celikyilmaz, Y Choi
arXiv preprint arXiv:1906.05317, 2019
Reinforced cross-modal matching and self-supervised imitation learning for vision-language navigation
X Wang, Q Huang, A Celikyilmaz, J Gao, D Shen, YF Wang, WY Wang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
Enhanced fuzzy system models with improved fuzzy clustering algorithm
A Celikyilmaz, IB Turksen
IEEE Transactions on Fuzzy Systems 16 (3), 779-794, 2008
Composite task-completion dialogue policy learning via hierarchical deep reinforcement learning
B Peng, X Li, L Li, J Gao, A Celikyilmaz, S Lee, KF Wong
arXiv preprint arXiv:1704.03084, 2017
Eye gaze for spoken language understanding in multi-modal conversational interactions
A Prokofieva, FA Celikyilmaz, DZ Hakkani-Tur, L Heck, M Slaney
US Patent 10,317,992, 2019
Discovery of topically coherent sentences for extractive summarization
A Celikyilmaz, D Hakkani-Tur
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
Fuzzy functions with support vector machines
A Çelikyılmaz, IB Türkşen
Information Sciences 177 (23), 5163-5177, 2007
Probabilistic model-based sentiment analysis of twitter messages
A Celikyilmaz, D Hakkani-Tür, J Feng
2010 IEEE Spoken Language Technology Workshop, 79-84, 2010
Cyclical annealing schedule: A simple approach to mitigating kl vanishing
H Fu, C Li, X Liu, J Gao, A Celikyilmaz, L Carin
arXiv preprint arXiv:1903.10145, 2019
Health information needs of visually impaired people: a systematic review of the literature
CA Beverley, PA Bath, A Booth
Health & Social Care in the Community 12 (1), 1-24, 2004
Model based approach for on-screen item selection and disambiguation
R Sarikaya, FA Celikyilmaz, Z Feizollahi, LP Heck, DZ Hakkani-Tur
US Patent 9,412,363, 2016
Intent detection using semantically enriched word embeddings
JK Kim, G Tur, A Celikyilmaz, B Cao, YY Wang
2016 IEEE Spoken Language Technology Workshop (SLT), 414-419, 2016
Easy contextual intent prediction and slot detection
A Bhargava, A Celikyilmaz, D Hakkani-Tür, R Sarikaya
2013 ieee international conference on acoustics, speech and signal …, 2013
LDA based similarity modeling for question answering
A Celikyilmaz, D Hakkani-Tur, G Tur
Proceedings of the NAACL HLT 2010 Workshop on Semantic Search, 1-9, 2010
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