Ozan Irsoy - RankMe

49 papers A* 4B 2C 1Misc 1Journal 25Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Improving Instruct Models for Free: A Study on Partial Adaptation. EMNLP Ozan Irsoy, Pengxiang Cheng, Jennifer L. Chen, Daniel Preotiuc-Pietro, Shiyue Zhang, Duccio Pappadopulo
2025	J	`jnl`	Improving Instruct Models for Free: A Study on Partial Adaptation. CoRR Ozan Irsoy, Pengxiang Cheng, Jennifer L. Chen, Daniel Preotiuc-Pietro, Shiyue Zhang, Duccio Pappadopulo
2025	—	`conf`	M3DocVQA: Multi-Modal Multi-Page Multi-Document Understanding. ICCVW Jaemin Cho, Debanjan Mahata, Ozan Irsoy, Yujie He, Mohit Bansal
2024	A*	`conf`	Academics Can Contribute to Domain-Specialized Language Models. EMNLP Mark Dredze, Genta Indra Winata, Prabhanjan Kambadur, Shijie Wu, Ozan Irsoy, Steven Lu, Vadim Dabravolski, David S. Rosenberg, Sebastian Gehrmann
2024	J	`jnl`	M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding. CoRR Jaemin Cho, Debanjan Mahata, Ozan Irsoy, Yujie He, Mohit Bansal
2023	J	`jnl`	BloombergGPT: A Large Language Model for Finance. CoRR Shijie Wu, Ozan Irsoy, Steven Lu, Vadim Dabravolski, Mark Dredze, Sebastian Gehrmann, Prabhanjan Kambadur, David S. Rosenberg, Gideon Mann
2023	—	`conf`	Distillation of encoder-decoder transformers for sequence labelling. EACL (Findings) Marco Farina, Duccio Pappadopulo, Anant Gupta, Leslie Huang, Ozan Irsoy, Thamar Solorio
2023	J	`jnl`	Distillation of encoder-decoder transformers for sequence labelling. CoRR Marco Farina, Duccio Pappadopulo, Anant Gupta, Leslie Huang, Ozan Irsoy, Thamar Solorio
2023	—	`conf`	MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies. ACL (1) Shiyue Zhang, Shijie Wu, Ozan Irsoy, Steven Lu, Mohit Bansal, Mark Dredze, David S. Rosenberg
2023	J	`jnl`	MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies. CoRR Shiyue Zhang, Shijie Wu, Ozan Irsoy, Steven Lu, Mohit Bansal, Mark Dredze, David S. Rosenberg
2023	J	`jnl`	Weakly Supervised Headline Dependency Parsing. CoRR Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov
2022	—	`conf`	Distributed Decision Trees. S+SSPR Ozan Irsoy, Ethem Alpaydin
2022	J	`jnl`	PathFinder: Discovering Decision Pathways in Deep Neural Networks. CoRR Ozan Irsoy, Ethem Alpaydin
2022	—	`conf`	Weakly Supervised Headline Dependency Parsing. EMNLP (Findings) Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov
2021	J	`jnl`	Disentangling Online Chats with DAG-Structured LSTMs. CoRR Duccio Pappadopulo, Lisa Bauer, Marco Farina, Ozan Irsoy, Mohit Bansal
2021	—	`conf`	Disentangling Online Chats with DAG-structured LSTMs. *SEM Duccio Pappadopulo, Lisa Bauer, Marco Farina, Ozan Irsoy, Mohit Bansal
2021	—	`conf`	Diversity-Aware Batch Active Learning for Dependency Parsing. NAACL-HLT Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy
2021	J	`jnl`	Diversity-Aware Batch Active Learning for Dependency Parsing. CoRR Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy
2021	J	`jnl`	Dropout regularization in hierarchical mixture of experts. Neurocomputing Ozan Irsoy, Ethem Alpaydin
2021	—	`conf`	Learning Syntax from Naturally-Occurring Bracketings. NAACL-HLT Tianze Shi, Ozan Irsoy, Igor Malioutov, Lillian Lee
2021	J	`jnl`	Learning Syntax from Naturally-Occurring Bracketings. CoRR Tianze Shi, Ozan Irsoy, Igor Malioutov, Lillian Lee
2020	J	`jnl`	Continuously Constructive Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Ozan Irsoy, Ethem Alpaydin
2020	—	`conf`	Semantic Role Labeling as Syntactic Dependency Parsing. EMNLP (1) Tianze Shi, Igor Malioutov, Ozan Irsoy
2020	J	`jnl`	Semantic Role Labeling as Syntactic Dependency Parsing. CoRR Tianze Shi, Igor Malioutov, Ozan Irsoy
2020	J	`jnl`	kōan: A Corrected CBOW Implementation. CoRR Ozan Irsoy, Adrian Benton, Karl Stratos
2019	J	`jnl`	Dialogue Act Classification in Group Chats with DAG-LSTMs. CoRR Ozan Irsoy, Rakesh Gosangi, Haimin Zhang, Mu-Hsin Wei, Peter Lund, Duccio Pappadopulo, Brendan Fahy, Neophytos Nephytou, Camilo Ortiz
2019	J	`jnl`	On Expected Accuracy. CoRR Ozan Irsoy
2018	—	`conf`	Collective Entity Disambiguation with Structured Gradient Tree Boosting. NAACL-HLT Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman
2018	J	`jnl`	Collective Entity Disambiguation with Structured Gradient Tree Boosting. CoRR Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman
2018	J	`jnl`	Continuously Constructive Deep Neural Networks. CoRR Ozan Irsoy, Ethem Alpaydin
2018	—	`conf`	Convolutional Soft Decision Trees. ICANN (1) Alper Ahmetoglu, Ozan Irsoy, Ethem Alpaydin
2018	J	`jnl`	Dropout Regularization in Hierarchical Mixture of Experts. CoRR Ozan Irsoy, Ethem Alpaydin
2017	—	`—`	Deep Sequential and Structural Neural Models of Compositionality. Ozan Irsoy
2017	J	`jnl`	Unsupervised feature extraction with autoencoder trees. Neurocomputing Ozan Irsoy, Ethem Alpaydin
2016	A*	`conf`	Ask Me Anything: Dynamic Memory Networks for Natural Language Processing. ICML Ankit Kumar, Ozan Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, Richard Socher
2016	—	`ch.`	Bagging Soft Decision Trees. Machine Learning for Health Informatics Olcay Taner Yildiz, Ozan Irsoy, Ethem Alpaydin
2015	J	`jnl`	Ask Me Anything: Dynamic Memory Networks for Natural Language Processing. CoRR Ankit Kumar, Ozan Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, Richard Socher
2015	C	`conf`	Autoencoder Trees. ACML Ozan Irsoy, Ethem Alpaydin
2015	Misc	`conf`	Learning acoustic frame labeling for speech recognition with recurrent neural networks. ICASSP Hasim Sak, Andrew W. Senior, Kanishka Rao, Ozan Irsoy, Alex Graves, Françoise Beaufays, Johan Schalkwyk
2015	—	`conf`	Modeling Compositionality with Multiplicative Recurrent Neural Networks. ICLR (Poster) Ozan Irsoy, Claire Cardie
2014	J	`jnl`	Autoencoder Trees. CoRR Ozan Irsoy, Ethem Alpaydin
2014	B	`conf`	Budding Trees. ICPR Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
2014	—	`conf`	Deep Recursive Neural Networks for Compositionality in Language. NIPS Ozan Irsoy, Claire Cardie
2014	J	`jnl`	Distributed Decision Trees. CoRR Ozan Irsoy, Ethem Alpaydin
2014	A*	`conf`	Opinion Mining with Deep Recurrent Neural Networks. EMNLP Ozan Irsoy, Claire Cardie
2013	J	`jnl`	Bidirectional Recursive Neural Networks for Token-Level Labeling with Structure. CoRR Ozan Irsoy, Claire Cardie
2013	—	`conf`	CornPittMich Sentiment Slot-Filling System at TAC 2013. TAC Carmen Banea, Rada Mihalcea, Yoonjung Choi, Lingjia Deng, Janyce Wiebe, Ozan Irsoy, Detian Shi, Claire Cardie
2012	J	`jnl`	Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies. IEEE ACM Trans. Comput. Biol. Bioinform. Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin
2012	B	`conf`	Soft decision trees. ICPR Ozan Irsoy, Olcay Taner Yildiz, Ethem Alpaydin