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Igor Malioutov

Igor Malioutov has 2 papers in our library, in 2006–2020, most of them on Dependency parsing, Semantic role labeling, Speech & spoken language; often with Ozan Irsoy, Regina Barzilay, Tianze Shi.

2 papers in our library · 2006–2020

OpenAlex · ORCID · h-index 6 · 23 works · 474 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 71 times in our library · ⭐ Paper Stars ranking: #4217

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🏢BloombergNew York · United States2021–2025 · 6 paperscurrent🎓Cornell UniversityIthaca · United States2020–2022 · 5 papers🎓Massachusetts Institute of TechnologyCambridge · United States2006–2020 · 5 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workSignal Processing · 1 work

🧭 Topics 4Research subjects and languages the work is about.Speech & spoken language · 1 workDependency parsing · 1 workEnglish · 1 workSemantic role labeling · 1 work

 Works by year

2020s

20201 paperSemantic Role Labeling as Syntactic Dependency Parsing

2000s

20061 paperMinimum Cut Model for Spoken Lecture Segmentation

 Papers

The most cited first (OpenAlex and our library).

  1. Minimum Cut Model for Spoken Lecture Segmentation (2006 · 270 citations)
    The paper addresses unsupervised topic segmentation of spoken lectures. This is hard because lecture topics shift gradually, speech is disfluent and digressive, and ASR output contains many errors. Malioutov and Barzilay treat a transcript as a weighted undirected graph: nodes are sentences (word blocks), and edges…
  2. Semantic Role Labeling as Syntactic Dependency Parsing (2020 · 24 citations)
    Measured on the CoNLL-2012 (OntoNotes) PropBank data converted to Stanford dependencies, over 98% of predicate–argument relations in English and Chinese fall into three tree configurations: the predicate dominates the argument (87% in English), the argument is dominated by the predicate's syntactic dependent in…

 Co-authors here

3 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 71 times (of the 141,840 papers whose bibliographies we read); 2 citing papers with a page here →.

Updated

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