Rama Kumar Pasumarthi
5 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(18)
π§
Keyword Pioneer
β
The Questioner
Conferences
AISTATS (1)
EMNLP (1)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
knowledge distillation
(2)
large language model
(2)
model compression
(2)
benchmark evaluation
(1)
policy optimization
(1)
direct preference optimization
(1)
model evaluation
(1)
information retrieval
(1)
reinforcement learning from human feedback
(1)
elo rating
(1)
learning to rank
(1)
ranking problem
(1)
score matching
(1)
human feedback
(1)
ranking model
(1)
reward model
(1)
proximal policy optimization
(1)
human preference alignment
(1)
teacher-student model
(1)
student-teacher learning
(1)
Papers
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters
EMNLP 2025
Chatbot Arena Estimate: towards a generalized performance benchmark for LLM capabilities
NAACL 2025
RD-Suite: A Benchmark for Ranking Distillation
NIPS 2023
RankDistil: Knowledge Distillation for Ranking
AISTATS 2021
Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
ICLR 2021