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researcher

Kiran Ramnath

9 papers hereh-index 5237 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author5

Across the 7 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CL8
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedA Systematic Survey of Automatic Prompt Optimization Techniques

14 citations · 31 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CL2024★ 9 cited

Reinforcement Learning for LLM Post-Training: A Survey

Zhichao Wang, Kiran Ramnath, Bin Bi +9

Large language models (LLMs) trained via pretraining and supervised fine-tuning (SFT) can still produce harmful and misaligned outputs, or struggle in domains like math and coding.…

cs.CL2024★ 4 cited

PAFT: A Parallel Training Paradigm for Effective LLM Fine-Tuning

Shiva Kumar Pentyala, Zhichao Wang, Bin Bi +6

Large language models (LLMs) have shown remarkable abilities in diverse natural language processing (NLP) tasks. The LLMs generally undergo supervised fine-tuning (SFT) followed by…

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