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Sumit Gulwani

Sumit Gulwani has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Mukul Singh.

2 papers in our library · 2026

OpenAlex · ORCID · Wikidata · h-index 63 · 400 works · 12,950 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 90 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #12234

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

🏢MicrosoftRedmond · United States2006–2026 · 265 papersEmploymentcurrent🎓Georgia Institute of TechnologyAtlanta · United States2026 · 1 papercurrent🏢Microsoft ResearchBengaluru · India2026 · 1 papercurrent🎓University of California, BerkeleyBerkeley · United States2003–2005 · 14 papersEducation until 2005🏢MicrosoftZaventem · Belgium2023 · 2 papers🎓Indian Institute of Technology KanpurKanpur · India2001–2016 · 2 papers🎓University of WashingtonSeattle · United StatesEmployment

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

 Fields, topics and concepts

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

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work

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

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Asking language models how to represent data for fine-tuning (2026)
    When small language models handle tables, database schemas or graphs, the structure must first be turned into text.
  2. TEN: Table Explicitization, Neurosymbolically (2026)
    The paper addresses "table explicitization": recovering a clean table from plain text that has lost its row and column delimiters, such as content copy-pasted from PDFs or emails, or flattened by OCR.

All works

5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Automating String Processing in Spreadsheets Using Input-Output Examples ↗POPL 2011 · no summary yetSumit Gulwani2011 · 635 citations
  2. Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors ↗Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 2 · no summary yetTung Phung et al.2023 · 117 citations
  3. Personalized mathematical word problem generation ↗no summary yetOleksandr Polozov et al.2015 · 58 citations
  4. Asking language models how to represent data for fine-tuningWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraUsneek Singh, Ananya Singha, Abhijeet Awasthi, et al.2026
  5. TEN: Table Explicitization, NeurosymbolicallyAnnual Meeting of the Association for Computational Linguistics (ACL)Nikita Mehrotra, Aayush Kumar, Sumit Gulwani, et al.2026

 Co-authors here

1 co-author 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 90 times (of the 149,439 papers whose bibliographies we read); 7 citing papers with a page here →.

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