Sushant Prakash

4 papers · 2007–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer

Venues

AAAI (1) EMNLP (1) ICML (1) NeurIPS (1)

Top co-authors

Harrison Lee (2) Bradley Green (1) Victor Cărbune (1) Hassan Mansoor (1) Johan Ferret (1) Samrat Phatale (1) Andrew Y. Ng (1) Ethan Hall (1) Lin Ning (1) Shanshan Wu (1)

Research topics

Artificial Intelligence (3) Natural Language Processing (2) Core AI (2) Generation (2) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Learning Paradigms (1) Learning Types (1) Methods (1) Models (1) Optimization & Theory (1)

Keywords

large language model (2) reinforcement learning (1) collaborative filtering (1) knowledge distillation (1) dialogue generation (1) reward model (1) client heterogeneity (1) downstream task (1) user summarization (1) personalization system (1) federated reconstruction (1) partially local federated learning (1) rlhf (1) rlaif (1) model-agnostic meta-learning (1) summarization (1)

Papers

RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs AAAI 2025 RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback ICML 2024 Federated Reconstruction: Partially Local Federated Learning NeurIPS 2021 Learning to Merge Word Senses EMNLP 2007