Rishabh Maheshwary
Rishabh Maheshwary has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Question answering, Multilingual & cross-lingual NLP; often with Alfonso Amayuelas, Angelika Romanou, Khyati Mahajan.
OpenAlex · h-index 7 · 37 works · 197 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 94 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5241
Affiliations
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 4Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workLanguage models & pretraining · 1 workQuestion answering · 1 workReasoning · 1 work
Works by year
2020s
Papers
- INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge (2024 · 73 citations)
Multilingual LLMs are hard to assess outside English because few evaluation sets exist. Many that do are translated from English, so they carry translation artifacts and ignore local context such as national laws, history or culture. INCLUDE addresses this with a benchmark built from exams written by native speakers… - Augmenting LLM Reasoning with Dynamic Notes Writing for Complex MultiHop QA (2026)
Iterative retrieval-augmented generation helps with multi-hop questions, but each retrieval round adds more documents to the prompt.
All works
- INCLUDE: Evaluating Multilingual Language Understanding with Regional KnowledgeAngelika Romanou, Negar Foroutan, Anna Sotnikova, et al.arXiv:2411.19799 · 73 citations
- M-RewardBench: Evaluating Reward Models in Multilingual Settings · original ↗ · no summary yet · Proceedings of the 63rd Annual Meeting of the Association for Computational…Srishti Gureja et al.2025 · 26 citations
- Augmenting LLM Reasoning with Dynamic Notes Writing for Complex MultiHop QARishabh Maheshwary, Masoud Hashemi, Khyati Mahajan, et al.Language Resources and Evaluation Conference (LREC)
Co-authors here
- Alfonso Amayuelas
- Angelika Romanou
- Khyati Mahajan
- Negar Foroutan
- Shivalika Singh
- Spandana Gella
- Vikas Yadav
- Zeming Chen
Venues
- Language Resources and Evaluation Conference (LREC): LREC 2026
- Proceedings of the 63rd Annual Meeting of the Association…
Cited by
Updated
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