--- title: "Igor Malioutov · Bloomberg — author profile and papers" description: "Igor Malioutov, Bloomberg: 2 papers on Elamur Research (2006–2020), h-index 6 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/igor-malioutov/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/igor-malioutov/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Igor Malioutov # Igor Malioutov Igor Malioutov has 2 papers in our library, in 2006–2020, most of them on [Dependency parsing](https://md.research.elamur.ai/free/en/topics/dependency-parsing/), [Semantic role labeling](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/), [Speech & spoken language](https://md.research.elamur.ai/free/en/topics/speech/); often with [Ozan Irsoy](https://md.research.elamur.ai/free/en/authors/ozan-irsoy/), [Regina Barzilay](https://md.research.elamur.ai/free/en/authors/regina-barzilay/), [Tianze Shi](https://md.research.elamur.ai/free/en/authors/tianze-shi/). 2 papers in our library · 2006–2020 [OpenAlex](https://openalex.org/A5002659016) · [ORCID](https://orcid.org/0000-0002-4058-6638) · [**h-index 6**](https://openalex.org/authors/A5002659016) · [23 works](https://openalex.org/works?filter=author.id:A5002659016) · [474 citations](https://openalex.org/works?filter=author.id:A5002659016&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/igor-malioutov/#papers) · [🔗 Cited 71 times in our library](https://md.research.elamur.ai/free/en/authors/igor-malioutov/cited-by/) · [⭐ Paper Stars ranking: #4216](https://md.research.elamur.ai/free/en/paper-stars/page/43/#star-4216) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Igor+Malioutov) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Igor+Malioutov) · [dblp](https://dblp.org/search?q=Igor+Malioutov) · [ACL Anthology](https://aclanthology.org/search/?q=Igor+Malioutov) ## Affiliations [🏢**Bloomberg** New York · United States 2021–2025 · 6 papers*current*](https://md.research.elamur.ai/free/en/companies/bloomberg/) · [🎓**Cornell University** Ithaca · United States 2020–2022 · 5 papers](https://md.research.elamur.ai/free/en/universities/cornell-university/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 2006–2020 · 5 papers](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) 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 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) 🧭 Topics 4 Research subjects and languages the work is about.[Speech & spoken language · 1 work](https://md.research.elamur.ai/free/en/topics/speech/) · [Dependency parsing · 1 work](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Semantic role labeling · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) ## Works by year ### 2020s [**2020** 1 paper Igor Malioutov's papers of 2020](https://md.research.elamur.ai/free/en/papers/shi-2020-semantic-role-labeling-as-syntactic/) ### 2000s [**2006** 1 paper Igor Malioutov's papers of 2006](https://md.research.elamur.ai/free/en/papers/malioutov-2006-minimum-cut-model-spoken-lecture/) ## Papers The most cited first (OpenAlex and our library). 1. **[Minimum Cut Model for Spoken Lecture Segmentation](https://md.research.elamur.ai/free/en/papers/malioutov-2006-minimum-cut-model-spoken-lecture/)** *(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](https://md.research.elamur.ai/free/en/papers/shi-2020-semantic-role-labeling-as-syntactic/)** *(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. - [Ozan Irsoy](https://md.research.elamur.ai/free/en/authors/ozan-irsoy/) - [Regina Barzilay](https://md.research.elamur.ai/free/en/authors/regina-barzilay/) - [Tianze Shi](https://md.research.elamur.ai/free/en/authors/tianze-shi/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2006](https://md.research.elamur.ai/free/en/venues/acl/2006/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/) ## 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 →](https://md.research.elamur.ai/free/en/authors/igor-malioutov/cited-by/). Updated 24 October 2026