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Sanjiv Kumar — most-cited papers & profile · Large Language Models
← authors
·
overview
Sanjiv Kumar
16
papers ·
552
citations ·
47
h-index
Physiotherapy New Zealand · KLE University
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Most-cited papers
Two-stage LLM Fine-tuning with Less Specialization and More Generalization
2022 · 8 citations
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
2023 · 4 citations
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs
2024 · 1 citations
Top co-authors
Daliang Li
· 2
Felix Yu
· 2
Aditya Krishna Menon
· 1
Afshin Rostamizadeh
· 1
Ankit Singh Rawat
· 1
Ayan Chakrabarti
· 1
Cho-Jui Hsieh
· 1
Hrayr Harutyunyan
· 1
Inderjit S Dhillon
· 1
Kavya Kopparapu
· 1
Manzil Zaheer
· 1
Michal Lukasik
· 1
Topics
Training Techniques
Fine-Tuning
In-Context Learning
Prompting
Reinforcement Learning
Agentic
RAG
Efficiency