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Rakesh Menon

Rakesh Menon has 2 papers in our library, in 2021–2023, most of them on Language models & pretraining, Reasoning; often with Shashank Srivastava, Colin Raffel, Derek Tam.

2 papers in our library · 2021–2023

OpenAlex · h-index 13 · 32 works · 640 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 80 times in our library · ⭐ Paper Stars ranking: #5775

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

🎓University of North Carolina at Chapel HillChapel Hill · United States2021–2024 · 10 papers🎓Indian Institute of Space Science and TechnologyThiruvananthapuram · India2021–2022 · 5 papers🎓National University of SingaporeSingapore · Singapore2002–2004 · 4 papers🎓University of Massachusetts AmherstAmherst Center · United States2017–2019 · 3 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.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work

 Works by year

2020s

20231 paper20211 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Improving and Simplifying Pattern Exploiting Training (2021 · 189 citations)
    Large language models such as GPT-3 can handle tasks from only a handful of labeled examples, but their size makes them hard to study or deploy.
  2. Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models (2023 · 2 citations)
    Vague quantifiers like few , most or some imply a proportion, but foundation models never receive direct supervision on what share of cases each one means. The authors treat quantifier interpretation as predicting a percentage interval on a discretized 0–100% grid. Their framework, PRESQUE, has three parts:

 Co-authors here

5 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 80 times (of the 149,439 papers whose bibliographies we read); 19 citing papers with a page here →.

Updated

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