Mukul Singh
Mukul Singh has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Sumit Gulwani.
OpenAlex · ORCID · Wikidata · h-index 10 · 121 works · 515 citations OpenAlex, 2026-10-14
Affiliations
🏥Vardhman Mahavir Medical College & Safdarjung HospitalNew Delhi ·
India1993–2026 · 49 papers🏥Safdarjang HospitalNew Delhi ·
India1993–2026 · 32 papers🏢MicrosoftRedmond ·
United States2023–2026 · 12 papers🏛️All India Institute of Medical Sciences GorakhpurGorakhpur ·
India2025–2026 · 3 papers🎓Galgotias UniversityGreater Noida ·
India2026 · 3 papers🎓Georgia Institute of TechnologyAtlanta ·
United States2026 · 1 paper🏢MicrosoftHyderabad ·
India2023–2024 · 11 papers🎓Indian Institute of Technology DelhiNew Delhi ·
India2021–2022 · 4 papers🎓Cornell UniversityIthaca ·
United States1984–2009 · 4 papers🏢MicrosoftZaventem ·
Belgium2023 · 2 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools? (2026)
The paper asks how document content should be handed to large language models in enterprise question answering. - 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.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era: Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era 2026
Updated
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