Pratyay Banerjee

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upvoted 15 papers 2 days ago

Clinical knowledge in LLMs does not translate to human interactions

Paper • 2504.18919 • Published 12 days ago • 24

Chain-of-Defensive-Thought: Structured Reasoning Elicits Robustness in Large Language Models against Reference Corruption

Paper • 2504.20769 • Published 9 days ago • 3

TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering

Paper • 2504.20114 • Published 10 days ago • 5

ReasonIR: Training Retrievers for Reasoning Tasks

Paper • 2504.20595 • Published 9 days ago • 50

UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities

Paper • 2504.20734 • Published 9 days ago • 60

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

Paper • 2504.20571 • Published 9 days ago • 88

Phi-4-reasoning Technical Report

Paper • 2504.21318 • Published 8 days ago • 34

Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math

Paper • 2504.21233 • Published 8 days ago • 37

WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Paper • 2504.21776 • Published 8 days ago • 41

AdaR1: From Long-CoT to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization

Paper • 2504.21659 • Published 8 days ago • 9

Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks

Paper • 2505.00234 • Published 7 days ago • 21

T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Paper • 2505.00703 • Published 6 days ago • 39

CORG: Generating Answers from Complex, Interrelated Contexts

Paper • 2505.00023 • Published 13 days ago • 8

Llama-Nemotron: Efficient Reasoning Models

Paper • 2505.00949 • Published 6 days ago • 25

Improving Editability in Image Generation with Layer-wise Memory

Paper • 2505.01079 • Published 6 days ago • 23

upvoted a collection 9 days ago

Qwen3

Collection

27 items • Updated about 3 hours ago • 541

upvoted an article 9 days ago

view article

Article

Tiny Agents: a MCP-powered agent in 50 lines of code

13 days ago

• 219

upvoted a collection 9 days ago

SVDQuant

Collection

Models and datasets for "SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models" • 20 items • Updated Mar 17 • 35

upvoted 2 papers 10 days ago

70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float

Paper • 2504.11651 • Published 22 days ago • 28

Could Thinking Multilingually Empower LLM Reasoning?

Paper • 2504.11833 • Published 22 days ago • 28