Pranav Shetty
Pranav Shetty has 2 papers in our library, in 2026, most of them on Language models & pretraining, Information extraction, Evaluation & benchmarks; often with Xiaomo Liu, Zhiqiang Ma, Manuela Veloso.
OpenAlex · h-index 0 · 8 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #12183
Affiliations
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 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workInformation extraction · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Detecting Non-Membership in LLM Training Data via Rank Correlations (2026)
Most auditing work on LLM training data asks whether a dataset was used (membership inference). This paper addresses the reverse question: how to show with statistical confidence that a model was not trained on a given dataset. Such evidence matters for copyright disputes, compliance checks, and agreements that… - ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images (2026)
Generalist vision-language models (VLMs) score well on standard document understanding benchmarks. It is less clear whether they can pull many related fields out of varied business documents and arrange them according to a schema the user defines on the fly. Existing resources do not test this well. KEE and RE…
All works
- Perturb Your Data: Paraphrase-Guided Training Data Watermarking ↗arXiv:2512.17075 · no summary yetPranav Shetty et al.2025 · 1 citation
- Detecting Non-Membership in LLM Training Data via Rank CorrelationsConference of the European Chapter of the Association for Computational Linguistics (EACL)Pranav Shetty, Mirazul Haque, Zhiqiang Ma, et al.2026
- ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document ImagesConference of the European Chapter of the Association for Computational Linguistics (EACL)Mathieu Sibue, Andrés Muñoz Garza, Samuel Mensah, et al.2026
Co-authors here
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL) ×2: EACL 2026 ×2
Cited by
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