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ORCIDOzan Irsoy
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Books and Theses
- 2017
[b1]Ozan Irsoy:
Deep Sequential and Structural Neural Models of Compositionality. Cornell University, USA, 2017
Journal Articles
- 2021
- [j4]Ozan Irsoy, Ethem Alpaydin
:
Dropout regularization in hierarchical mixture of experts. Neurocomputing 419: 148-156 (2021) - 2020
- [j3]Ozan Irsoy, Ethem Alpaydin:
Continuously Constructive Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 31(4): 1124-1133 (2020) - 2017
- [j2]Ozan Irsoy, Ethem Alpaydin:
Unsupervised feature extraction with autoencoder trees. Neurocomputing 258: 63-73 (2017) - 2012
- [j1]Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin:
Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies. IEEE ACM Trans. Comput. Biol. Bioinform. 9(6): 1663-1675 (2012)
Conference and Workshop Papers
- 2023
- [c18]Shiyue Zhang, Shijie Wu, Ozan Irsoy, Steven Lu, Mohit Bansal, Mark Dredze, David S. Rosenberg:
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies. ACL (1) 2023: 9027-9050 - [c17]Marco Farina, Duccio Pappadopulo, Anant Gupta, Leslie Huang, Ozan Irsoy, Thamar Solorio:
Distillation of encoder-decoder transformers for sequence labelling. EACL (Findings) 2023: 2494-2504 - 2022
- [c16]Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov:
Weakly Supervised Headline Dependency Parsing. EMNLP (Findings) 2022: 6520-6535 - [c15]Ozan Irsoy, Ethem Alpaydin:
Distributed Decision Trees. S+SSPR 2022: 152-162 - 2021
- [c14]Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy:
Diversity-Aware Batch Active Learning for Dependency Parsing. NAACL-HLT 2021: 2616-2626 - [c13]Tianze Shi, Ozan Irsoy, Igor Malioutov, Lillian Lee:
Learning Syntax from Naturally-Occurring Bracketings. NAACL-HLT 2021: 2941-2949 - [c12]Duccio Pappadopulo, Lisa Bauer, Marco Farina, Ozan Irsoy, Mohit Bansal:
Disentangling Online Chats with DAG-structured LSTMs. *SEM 2021: 152-159 - 2020
- [c11]Tianze Shi, Igor Malioutov, Ozan Irsoy:
Semantic Role Labeling as Syntactic Dependency Parsing. EMNLP (1) 2020: 7551-7571 - 2018
- [c10]Alper Ahmetoglu, Ozan Irsoy, Ethem Alpaydin:
Convolutional Soft Decision Trees. ICANN (1) 2018: 134-141 - [c9]Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman:
Collective Entity Disambiguation with Structured Gradient Tree Boosting. NAACL-HLT 2018: 777-786 - 2016
- [c8]Ankit Kumar, Ozan Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, Richard Socher:
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing. ICML 2016: 1378-1387 - 2015
- [c7]Ozan Irsoy, Ethem Alpaydin:
Autoencoder Trees. ACML 2015: 378-390 - [c6]Hasim Sak, Andrew W. Senior, Kanishka Rao, Ozan Irsoy, Alex Graves, Françoise Beaufays, Johan Schalkwyk:
Learning acoustic frame labeling for speech recognition with recurrent neural networks. ICASSP 2015: 4280-4284 - [c5]Ozan Irsoy, Claire Cardie:
Modeling Compositionality with Multiplicative Recurrent Neural Networks. ICLR (Poster) 2015 - 2014
- [c4]Ozan Irsoy, Claire Cardie:
Opinion Mining with Deep Recurrent Neural Networks. EMNLP 2014: 720-728 - [c3]Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin:
Budding Trees. ICPR 2014: 3582-3587 - [c2]Ozan Irsoy, Claire Cardie:
Deep Recursive Neural Networks for Compositionality in Language. NIPS 2014: 2096-2104 - 2012
- [c1]Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin:
Soft decision trees. ICPR 2012: 1819-1822
Parts in Books or Collections
- 2016
- [p1]Olcay Taner Yildiz, Ozan Irsoy, Ethem Alpaydin:
Bagging Soft Decision Trees. Machine Learning for Health Informatics 2016: 25-36
Informal and Other Publications
- 2023
- [i20]Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov:
Weakly Supervised Headline Dependency Parsing. CoRR abs/2301.10371 (2023) - [i19]Marco Farina, Duccio Pappadopulo, Anant Gupta, Leslie Huang, Ozan Irsoy, Thamar Solorio:
Distillation of encoder-decoder transformers for sequence labelling. CoRR abs/2302.05454 (2023) - [i18]Shijie Wu, Ozan Irsoy, Steven Lu, Vadim Dabravolski, Mark Dredze, Sebastian Gehrmann, Prabhanjan Kambadur, David S. Rosenberg, Gideon Mann:
BloombergGPT: A Large Language Model for Finance. CoRR abs/2303.17564 (2023) - [i17]Shiyue Zhang, Shijie Wu, Ozan Irsoy, Steven Lu, Mohit Bansal, Mark Dredze, David S. Rosenberg:
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies. CoRR abs/2305.16958 (2023) - 2022
- [i16]Ozan Irsoy, Ethem Alpaydin:
PathFinder: Discovering Decision Pathways in Deep Neural Networks. CoRR abs/2210.00319 (2022) - 2021
- [i15]Tianze Shi, Ozan Irsoy, Igor Malioutov, Lillian Lee:
Learning Syntax from Naturally-Occurring Bracketings. CoRR abs/2104.13933 (2021) - [i14]Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy:
Diversity-Aware Batch Active Learning for Dependency Parsing. CoRR abs/2104.13936 (2021) - [i13]Duccio Pappadopulo, Lisa Bauer, Marco Farina, Ozan Irsoy, Mohit Bansal:
Disentangling Online Chats with DAG-Structured LSTMs. CoRR abs/2106.09024 (2021) - 2020
- [i12]Tianze Shi, Igor Malioutov, Ozan Irsoy:
Semantic Role Labeling as Syntactic Dependency Parsing. CoRR abs/2010.11170 (2020) - [i11]Ozan Irsoy, Adrian Benton, Karl Stratos:
kōan: A Corrected CBOW Implementation. CoRR abs/2012.15332 (2020) - 2019
- [i10]Ozan Irsoy:
On Expected Accuracy. CoRR abs/1905.00448 (2019) - [i9]Ozan Irsoy, Rakesh Gosangi, Haimin Zhang, Mu-Hsin Wei, Peter Lund, Duccio Pappadopulo, Brendan Fahy, Neophytos Nephytou, Camilo Ortiz:
Dialogue Act Classification in Group Chats with DAG-LSTMs. CoRR abs/1908.01821 (2019) - 2018
- [i8]Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman:
Collective Entity Disambiguation with Structured Gradient Tree Boosting. CoRR abs/1802.10229 (2018) - [i7]Ozan Irsoy, Ethem Alpaydin:
Continuously Constructive Deep Neural Networks. CoRR abs/1804.02491 (2018) - [i6]Ozan Irsoy, Ethem Alpaydin:
Dropout Regularization in Hierarchical Mixture of Experts. CoRR abs/1812.10158 (2018) - 2015
- [i5]Ankit Kumar, Ozan Irsoy, Jonathan Su, James Bradbury, Robert English, Brian Pierce, Peter Ondruska, Ishaan Gulrajani, Richard Socher:
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing. CoRR abs/1506.07285 (2015) - 2014
- [i4]Ozan Irsoy, Ethem Alpaydin:
Autoencoder Trees. CoRR abs/1409.7461 (2014) - [i3]Ozan Irsoy, Ethem Alpaydin:
Distributed Decision Trees. CoRR abs/1412.6388 (2014) - 2013
- [i2]Carmen Banea, Rada Mihalcea, Yoonjung Choi, Lingjia Deng, Janyce Wiebe, Ozan Irsoy, Detian Shi, Claire Cardie:
CornPittMich Sentiment Slot-Filling System at TAC 2013. TAC 2013 - [i1]Ozan Irsoy, Claire Cardie:
Bidirectional Recursive Neural Networks for Token-Level Labeling with Structure. CoRR abs/1312.0493 (2013)
Coauthor Index
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