Ozan İrsoy
Ozan İrsoy
Bloomberg LP
Verified email at - Homepage
Cited by
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Ask me anything: Dynamic memory networks for natural language processing
A Kumar, O Irsoy, P Ondruska, M Iyyer, J Bradbury, I Gulrajani, V Zhong, ...
International conference on machine learning, 1378-1387, 2016
Bloomberggpt: A large language model for finance
S Wu, O Irsoy, S Lu, V Dabravolski, M Dredze, S Gehrmann, P Kambadur, ...
arXiv preprint arXiv:2303.17564, 2023
Opinion mining with deep recurrent neural networks
O Irsoy, C Cardie
Proceedings of the 2014 conference on empirical methods in natural language …, 2014
Deep recursive neural networks for compositionality in language
O Irsoy, C Cardie
Advances in neural information processing systems 27, 2014
Learning acoustic frame labeling for speech recognition with recurrent neural networks
H Sak, A Senior, K Rao, O Irsoy, A Graves, F Beaufays, J Schalkwyk
2015 IEEE international conference on acoustics, speech and signal …, 2015
Soft decision trees
O Irsoy, OT Yıldız, E Alpaydın
Proceedings of the 21st international conference on pattern recognition …, 2012
Dynamic memory network
R Socher, A Kumar, O Irsoy, M Iyyer, C Xiong, S Merity, R Paulus
US Patent 11,113,598, 2021
Dynamic Memory Network
R Socher, A Kumar, O Irsoy, M Iyyer, C Xiong, S Merity, R Paulus
US Patent App. 15/170,884, 2016
Physics-inspired neural networks for efficient device compact modeling
M Li, O İrsoy, C Cardie, HG Xing
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 2 …, 2016
Unsupervised feature extraction with autoencoder trees
O Irsoy, E Alpaydın
Neurocomputing 258, 63-73, 2017
Collective entity disambiguation with structured gradient tree boosting
Y Yang, O Irsoy, KS Rahman
arXiv preprint arXiv:1802.10229, 2018
Bidirectional recursive neural networks for token-level labeling with structure
O Irsoy, C Cardie
arXiv preprint arXiv:1312.0493, 2013
Autoencoder trees
O Irsoy, E Alpaydin
Asian conference on machine learning, 378-390, 2016
Modeling compositionality with multiplicative recurrent neural networks
O Irsoy, C Cardie
arXiv preprint arXiv:1412.6577, 2014
Design and analysis of classifier learning experiments in bioinformatics: survey and case studies
O Irsoy, OT Yıldız, E Alpaydın
IEEE/ACM Transactions on Computational Biology and Bioinformatics 9 (6 …, 2012
Continuously constructive deep neural networks
O Irsoy, E Alpaydın
IEEE transactions on neural networks and learning systems 31 (4), 1124-1133, 2019
Budding trees
O Irsoy, OT Yildiz, E Alpaydin
2014 22nd international conference on pattern recognition, 3582-3587, 2014
Semantic role labeling as syntactic dependency parsing
T Shi, I Malioutov, O Irsoy
arXiv preprint arXiv:2010.11170, 2020
Bagging soft decision trees
OT Yıldız, O İrsoy, E Alpaydın
Machine Learning for Health Informatics: State-of-the-Art and Future …, 2016
Dropout regularization in hierarchical mixture of experts
O Irsoy, E Alpaydın
Neurocomputing 419, 148-156, 2021
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