Rishabh Joshi
Rishabh Joshi has 2 papers in our library, in 2023; often with Misha Khalman, Mohammad Saleh, Peter J. Liu.
OpenAlex · ORCID · h-index 10 · 26 works · 1,564 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 3,598 citations in our library · 1 more in our library without a page yet · ⭐ Paper Star rank #4491
Affiliations
🎓Carnegie Mellon UniversityPittsburgh ·
United States2019–2023 · 10 papers🏢GoogleMountain View ·
United States2022–2023 · 3 papers
Concepts, shelves and topics
📚 Shelves 4 Artificial Intelligence · 2 works Arts and Humanities · 2 works Computer Science · 2 works Language and Linguistics · 2 works
Works by year
2020s
Papers
- SLiC-HF: Sequence Likelihood Calibration with Human Feedback (2023 · 135 citations)
The paper looks for a lighter alternative to RLHF with PPO for aligning language models with human preferences. - Statistical Rejection Sampling Improves Preference Optimization (2023 · 101 citations)
The paper addresses a statistical gap in offline alignment methods. DPO and SLiC learn from preference pairs, but those pairs come from human-annotated data or the SFT policy, not from the optimal policy being estimated. As a result, their fitting is not a proper maximum-likelihood estimate. The authors propose…
All works
- SLiC-HF: Sequence Likelihood Calibration with Human FeedbackYao Zhao, Rishabh Joshi, Tianqi Liu, et al.arXiv:2305.10425 · 135 citations
- Statistical Rejection Sampling Improves Preference OptimizationTianqi Liu, Yao Zhao, Rishabh Joshi, et al.arXiv:2309.06657 · 101 citations
- LiPO: Listwise Preference Optimization through Learning-to-Rank (original ↗)Tianqi Liu et al.2025 · Proceedings of the 2025 Conference of the… · 30 citations · no summary yet
Co-authors here
Venues
- Proceedings of the 2025 Conference of the Nations of the…
Cited by
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