Gaurav Sahu
Gaurav Sahu has 2 papers in our library, in 2022–2024, most of them on Language models & pretraining, Dialogue systems; often with Issam Laradji, Christopher Pal, Dzmitry Bahdanau.
OpenAlex · ORCID · h-index 8 · 32 works · 256 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 93 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6217
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksDecision Sciences · 1 workInformation Systems · 1 workStatistics, Probability and Uncertainty · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksDialogue systems · 1 work
Works by year
2020s
Papers
- Data Augmentation for Intent Classification with Off-the-shelf Large Language Models (2022 · 132 citations)
Building intent classifiers for task-oriented chatbots requires labelled utterances, which are expensive to collect. - LitLLMs, LLMs for Literature Review: Are we there yet? (2024 · 16 citations)
The paper asks whether current LLMs can help researchers draft the related-work section of a paper, starting from only an abstract or a short description of an idea.
All works
- Data Augmentation for Intent Classification with Off-the-shelf Large Language ModelsWorkshop on Natural Language Processing for Conversational AIGaurav Sahu, Pau Rodriguez, Issam Laradji, et al.2022 · 132 citations
- PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetGaurav Sahu et al.2023 · 28 citations
- LitLLMs, LLMs for Literature Review: Are we there yet?arXiv:2412.15249Shubham Agarwal, Gaurav Sahu, Abhay Puri, et al.2024 · 16 citations
Co-authors here
- Issam Laradji ×2
- Christopher Pal
- Dzmitry Bahdanau
- Krishnamurthy Dvijotham
- Laurent Charlin
- Shubham Agarwal
Venues
- Workshop on Natural Language Processing for Conversational AI: Workshop on Natural Language Processing for Conversational AI 2022
- Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Cited by
Updated
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