Fusion of biometric algorithms in the recognition problem. - Andrew L. Rukhin; Igor Malioutov (Pattern Recognit. Lett., 2005)

Minimum Cut Model for Spoken Lecture Segmentation. - Igor Malioutov; Regina Barzilay (ACL, 2006)

Parallelization of Geant4 Using TOP-C and Marshalgen. - Gene Cooperman; Viet Ha Nguyen 003; Igor Malioutov (NCA, 2006)

Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input. - Igor Malioutov; Alex Park 001; Regina Barzilay; James R. Glass (ACL, 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 (INTERSPEECH, 2007)

Improving statistical parsing by linguistic regularization. - Igor Malioutov; Robert C. Berwick (ISDA, 2010)

Language Acquisition and Probabilistic Models: keeping it simple. - Aline Villavicencio; Marco Idiart; Robert C. Berwick; Igor Malioutov (ACL (1), 2013)

Treebank Parsing and Knowledge of Language. - Sandiway Fong; Igor Malioutov; Beracah Yankama; Robert C. Berwick (Cognitive Aspects of Computational Language Acquisition, 2013)

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 (ACL (demo), 2020)

Semantic Role Labeling as Syntactic Dependency Parsing. - Tianze Shi; Igor Malioutov; Ozan Irsoy (EMNLP (1), 2020)

Cross-Register Projection for Headline Part of Speech Tagging. - Adrian Benton; Hanyang Li; Igor Malioutov (EMNLP (1), 2021)

Diversity-Aware Batch Active Learning for Dependency Parsing. - Tianze Shi; Adrian Benton; Igor Malioutov; Ozan Irsoy (NAACL-HLT, 2021)

Learning Syntax from Naturally-Occurring Bracketings. - Tianze Shi; Ozan Irsoy; Igor Malioutov; Lillian Lee (NAACL-HLT, 2021)

Weakly Supervised Headline Dependency Parsing. - Adrian Benton; Tianze Shi; Ozan Irsoy; Igor Malioutov (EMNLP (Findings), 2022)

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 001 (SIGIR, 2025)