Pratyay Banerjee

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upvoted a collection 7 minutes ago

Qwen3

Collection

39 items • Updated 1 day ago • 611

upvoted 19 papers 3 days ago

Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL

Paper • 2505.02391 • Published 9 days ago • 22

FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

Paper • 2505.02735 • Published 8 days ago • 27

Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning

Paper • 2505.01441 • Published 16 days ago • 35

Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers

Paper • 2504.20752 • Published 14 days ago • 86

Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems

Paper • 2505.00212 • Published 13 days ago • 5

Multi-Agent System for Comprehensive Soccer Understanding

Paper • 2505.03735 • Published 7 days ago • 20

RetroInfer: A Vector-Storage Approach for Scalable Long-Context LLM Inference

Paper • 2505.02922 • Published 8 days ago • 23

Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning

Paper • 2505.03318 • Published 8 days ago • 87

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published 8 days ago • 127

COSMOS: Predictable and Cost-Effective Adaptation of LLMs

Paper • 2505.01449 • Published 14 days ago • 2

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey

Paper • 2505.03418 • Published 8 days ago • 8

LLM-Independent Adaptive RAG: Let the Question Speak for Itself

Paper • 2505.04253 • Published 7 days ago • 11

Benchmarking LLMs' Swarm intelligence

Paper • 2505.04364 • Published 7 days ago • 18

Beyond Recognition: Evaluating Visual Perspective Taking in Vision Language Models

Paper • 2505.03821 • Published 11 days ago • 22

ZeroSearch: Incentivize the Search Capability of LLMs without Searching

Paper • 2505.04588 • Published 6 days ago • 55

Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities

Paper • 2505.02567 • Published 9 days ago • 67

X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains

Paper • 2505.03981 • Published 7 days ago • 14

Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models

Paper • 2505.02847 • Published 12 days ago • 24

Scalable Chain of Thoughts via Elastic Reasoning

Paper • 2505.05315 • Published 5 days ago • 22