--- title: "Adwait Ratnaparkhi — papers and cards" description: "Adwait Ratnaparkhi: 2 paper cards in the Research library (1994–2021), with what each paper is about, the ideas Mova took from it, and the co-authors." canonical: "https://research.elamur.ai/free/en/authors/adwait-ratnaparkhi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/adwait-ratnaparkhi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Adwait Ratnaparkhi # Adwait Ratnaparkhi 2 paper cards in the Research library · 1994–2021 Adwait Ratnaparkhi wrote 2 of the papers Mova reads, in 1994–2021; often with Atul Kumar, Jeff Reynar, [Salim Roukos](https://md.research.elamur.ai/free/en/authors/salim-roukos/). [OpenAlex](https://openalex.org/A5057069732) · [ORCID](https://orcid.org/0009-0008-5535-016X) · [**h-index 20**](https://openalex.org/authors/A5057069732) · [3704 citations](https://openalex.org/authors/A5057069732) · [58 works](https://openalex.org/works?filter=author.id:A5057069732) — openalex-snapshot, 2026-10-14 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=Adwait+Ratnaparkhi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Adwait+Ratnaparkhi) · [dblp](https://dblp.org/search?q=Adwait+Ratnaparkhi) · [ACL Anthology](https://aclanthology.org/search/?q=Adwait+Ratnaparkhi) · [ORCID](https://orcid.org/orcid-search/search?searchQuery=Adwait+Ratnaparkhi) ## Papers 1. **[Resolving Prepositional Phrase Attachment Ambiguities with Contextualized Word Embeddings](https://md.research.elamur.ai/free/en/papers/aclbulk-2021-ratnaparkhi-resolving-prepositional-phrase-attachment-ambiguities/)** *(2021)* The paper treats PP attachment as a choice among candidate heads (a verb and a noun, or several heads) for a preposition, with the child noun as context. 2. **[A Maximum Entropy Model for Prepositional Phrase Attachment](https://md.research.elamur.ai/free/en/papers/aclbulk-1994-ratnaparkhi-maximum-entropy-model-prepositional-phrase/)** *(1994)* The paper models the noun-or-verb attachment of a prepositional phrase with a maximum-entropy classifier over four head words: the verb, the first noun, the preposition and the second noun. ## Co-authors (3) - Atul Kumar - Jeff Reynar - [Salim Roukos](https://md.research.elamur.ai/free/en/authors/salim-roukos/) ## More papers in the library (2) Pages of the Research library: our summary, the ideas, references and who cites each. - [A Maximum Entropy Approach to Identifying Sentence Boundaries](https://md.research.elamur.ai/free/en/papers/reynar-1997-maximum-entropy-approach-identifying-sentence/) — Jeffrey C. Reynar, Adwait Ratnaparkhi · 1997 - [A Maximum Entropy Model for Part-Of-Speech Tagging](https://md.research.elamur.ai/free/en/papers/ratnaparkhi-1996-maximum-entropy-model-part-speech/) — Adwait Ratnaparkhi · 1996