Sanjay Agrawal
Sanjay Agrawal has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Efficient models & compression; often with Vinayak S Puranik.
OpenAlex · ORCID · h-index 5 · 12 works · 970 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #11675
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 1 workLanguage and Linguistics · 1 workArtificial Intelligence · 1 workComputer Science · 1 workEngineering · 1 workIndustrial and Manufacturing Engineering · 1 work
🧭 Topics 2Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders (2025 · 1 citation)
The authors, from Amazon, address the task of determining the relevance of query–product pairs in online stores. - Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End SOP Automation in E-Commerce Operations (2026)
LLMs reason well but are unreliable on long workflows that demand strict adherence to procedure. One such workflow is resolving product suppressions in e-commerce, where listings are pulled for quality, authenticity or IP reasons. Account Managers spend about half an hour per case, moving between many internal tools…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- International Conference on Computational Linguistics (COLING): COLING 2025
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