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upvoted a paper 11 days ago

Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies

Paper • 2512.19673 • Published 13 days ago • 60

upvoted a paper 7 months ago

ARIA: Training Language Agents with Intention-Driven Reward Aggregation

Paper • 2506.00539 • Published May 31, 2025 • 30

upvoted 2 papers 8 months ago

Think Only When You Need with Large Hybrid-Reasoning Models

Paper • 2505.14631 • Published May 20, 2025 • 20

Think on your Feet: Adaptive Thinking via Reinforcement Learning for Social Agents

Paper • 2505.02156 • Published May 4, 2025 • 18

upvoted a paper 10 months ago

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18, 2025 • 144

upvoted an article 12 months ago

view article

Article

Process Reinforcement through Implicit Rewards

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Jan 3, 2025

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31

upvoted 4 papers about 1 year ago

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Paper • 2412.15204 • Published Dec 19, 2024 • 37

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 376

DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling

Paper • 2412.04905 • Published Dec 6, 2024 • 8

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 47

upvoted 3 papers over 1 year ago

The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends

Paper • 2409.14195 • Published Sep 21, 2024 • 12

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Paper • 2409.05840 • Published Sep 9, 2024 • 49

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

Paper • 2406.17419 • Published Jun 25, 2024 • 17