Igor Malioutov

According to our database, Igor Malioutov authored at least 15 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2025

An Alternative to FLOPS Regularization to Effectively Productionize SPLADE-Doc.

Aldo Porco, Dhruv Mehra, Igor Malioutov, Karthik Radhakrishnan, Moniba Keymanesh, Daniel Preotiuc-Pietro, Sean MacAvaney, Pengxiang Cheng

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

2022

Weakly Supervised Headline Dependency Parsing.

Adrian Benton, Tianze Shi, Ozan Irsoy, Igor Malioutov

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Learning Syntax from Naturally-Occurring Bracketings.

Tianze Shi, Ozan Irsoy, Igor Malioutov, Lillian Lee

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Diversity-Aware Batch Active Learning for Dependency Parsing.

Tianze Shi, Adrian Benton, Igor Malioutov, Ozan Irsoy

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Cross-Register Projection for Headline Part of Speech Tagging.

Adrian Benton, Hanyang Li, Igor Malioutov

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Semantic Role Labeling as Syntactic Dependency Parsing.

Tianze Shi, Igor Malioutov, Ozan Irsoy

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg.

Joshua Bambrick, Minjie Xu, Andy Almonte, Igor Malioutov, Guim Perarnau, Vittorio Selo, Iat Chong Chan

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

2013

Treebank Parsing and Knowledge of Language.

Sandiway Fong, Igor Malioutov, Beracah Yankama, Robert C. Berwick

Proceedings of the Cognitive Aspects of Computational Language Acquisition, 2013

Language Acquisition and Probabilistic Models: keeping it simple.

Aline Villavicencio, Marco Idiart, Robert C. Berwick, Igor Malioutov

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2010

Improving statistical parsing by linguistic regularization.

Igor Malioutov, Robert C. Berwick

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

2007

Recent progress in the MIT spoken lecture processing project.

James R. Glass, Timothy J. Hazen, D. Scott Cyphers, Igor Malioutov, David Huynh, Regina Barzilay

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input.

Igor Malioutov, Alex Park, Regina Barzilay, James R. Glass

Proceedings of the ACL 2007, 2007

2006

Parallelization of Geant4 Using TOP-C and Marshalgen.

Gene Cooperman, Viet Ha Nguyen, Igor Malioutov

Proceedings of the Fifth IEEE International Symposium on Network Computing and Applications, 2006

Minimum Cut Model for Spoken Lecture Segmentation.

Igor Malioutov, Regina Barzilay

Proceedings of the ACL 2006, 2006

2005

Fusion of biometric algorithms in the recognition problem.

Andrew L. Rukhin, Igor Malioutov

Pattern Recognit. Lett., 2005