Ozan Irsoy

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 33

Top Topics

Dependency Parsing

Top Venues

Publications

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)
Marco Farina, Duccio Pappadopulo, Anant Gupta, Leslie Huang, Ozan Irsoy, Thamar Solorio
Distillation of encoder-decoder transformers for sequence labelling. EACL (Findings) (2023)
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 (2023)
Marco Farina, Duccio Pappadopulo, Anant Gupta, Leslie Huang, Ozan Irsoy, Thamar Solorio
Distillation of encoder-decoder transformers for sequence labelling. CoRR (2023)
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 (2023)
Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov
Weakly Supervised Headline Dependency Parsing. CoRR (2023)
Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov
Weakly Supervised Headline Dependency Parsing. EMNLP (Findings) (2022)
Ozan Irsoy, Ethem Alpaydin
Distributed Decision Trees. S+SSPR (2022)
Ozan Irsoy, Ethem Alpaydin
PathFinder: Discovering Decision Pathways in Deep Neural Networks. CoRR (2022)
Duccio Pappadopulo, Lisa Bauer, Marco Farina, Ozan Irsoy, Mohit Bansal
Disentangling Online Chats with DAG-structured LSTMs. *SEM (2021)
Tianze Shi, Ozan Irsoy, Igor Malioutov, Lillian Lee
Learning Syntax from Naturally-Occurring Bracketings. CoRR (2021)
Tianze Shi, Ozan Irsoy, Igor Malioutov, Lillian Lee
Learning Syntax from Naturally-Occurring Bracketings. NAACL-HLT (2021)
Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy
Diversity-Aware Batch Active Learning for Dependency Parsing. CoRR (2021)
Ozan Irsoy, Ethem Alpaydin
Dropout regularization in hierarchical mixture of experts. Neurocomputing 419 (2021)
Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy
Diversity-Aware Batch Active Learning for Dependency Parsing. NAACL-HLT (2021)
Duccio Pappadopulo, Lisa Bauer, Marco Farina, Ozan Irsoy, Mohit Bansal
Disentangling Online Chats with DAG-Structured LSTMs. CoRR (2021)
Tianze Shi, Igor Malioutov, Ozan Irsoy
Semantic Role Labeling as Syntactic Dependency Parsing. CoRR (2020)
Tianze Shi, Igor Malioutov, Ozan Irsoy
Semantic Role Labeling as Syntactic Dependency Parsing. EMNLP (1) (2020)
Ozan Irsoy, Ethem Alpaydin
Continuously Constructive Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 31 (4) (2020)
Ozan Irsoy, Adrian Benton, Karl Stratos
kōan: A Corrected CBOW Implementation. CoRR (2020)
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 (2019)
Ozan Irsoy
On Expected Accuracy. CoRR (2019)
Alper Ahmetoglu, Ozan Irsoy, Ethem Alpaydin
Convolutional Soft Decision Trees. ICANN (1) (2018)
Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman
Collective Entity Disambiguation with Structured Gradient Tree Boosting. CoRR (2018)
Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman
Collective Entity Disambiguation with Structured Gradient Tree Boosting. NAACL-HLT (2018)
Ozan Irsoy, Ethem Alpaydin
Dropout Regularization in Hierarchical Mixture of Experts. CoRR (2018)
Ozan Irsoy, Ethem Alpaydin
Continuously Constructive Deep Neural Networks. CoRR (2018)
Ozan Irsoy, Ethem Alpaydin
Unsupervised feature extraction with autoencoder trees. Neurocomputing 258 (2017)
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)
Ozan Irsoy, Ethem Alpaydin
Autoencoder Trees. ACML (2015)
Ozan Irsoy, Claire Cardie
Modeling Compositionality with Multiplicative Recurrent Neural Networks. ICLR (Poster) (2015)
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 (2015)
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)
Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
Budding Trees. ICPR (2014)
Ozan Irsoy, Ethem Alpaydin
Distributed Decision Trees. CoRR (2014)
Ozan Irsoy, Claire Cardie
Deep Recursive Neural Networks for Compositionality in Language. NIPS (2014)
Ozan Irsoy, Ethem Alpaydin
Autoencoder Trees. CoRR (2014)
Ozan Irsoy, Claire Cardie
Opinion Mining with Deep Recurrent Neural Networks. EMNLP (2014)
Ozan Irsoy, Claire Cardie
Bidirectional Recursive Neural Networks for Token-Level Labeling with Structure. CoRR (2013)
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)
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) (2012)
Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
Soft decision trees. ICPR (2012)