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survivi 

authored 4 papers 6 days ago

From Trial-and-Error to Improvement: A Systematic Analysis of LLM Exploration Mechanisms in RLVR

Paper • 2508.07534 • Published Aug 11, 2025 • 1

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models

Paper • 2406.12397 • Published Jun 18, 2024

Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework

Paper • 2509.05007 • Published Sep 5, 2025

Decomposing the Entropy-Performance Exchange: The Missing Keys to Unlocking Effective Reinforcement Learning

Paper • 2508.02260 • Published Aug 4, 2025

GuoxinChen 

authored a paper 3 months ago

IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction

Paper • 2511.07327 • Published Nov 10, 2025 • 78

GuoxinChen 

authored 9 papers 4 months ago

AlphaMath Almost Zero: process Supervision without process

Paper • 2405.03553 • Published May 6, 2024 • 1

Learning Evolving Tools for Large Language Models

Paper • 2410.06617 • Published Oct 9, 2024 • 2

Step-level Value Preference Optimization for Mathematical Reasoning

Paper • 2406.10858 • Published Jun 16, 2024

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation

Paper • 2502.06205 • Published Feb 10, 2025

Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning

Paper • 2502.11799 • Published Feb 17, 2025

WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents

Paper • 2509.13309 • Published Sep 16, 2025 • 67

Tongyi DeepResearch Technical Report

Paper • 2510.24701 • Published Oct 28, 2025 • 101

ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization

Paper • 2510.24592 • Published Oct 28, 2025 • 17

AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis

Paper • 2510.24695 • Published Oct 28, 2025 • 24

survivi 

authored 6 papers 11 months ago

The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models

Paper • 2401.03205 • Published Jan 6, 2024

LLMBox: A Comprehensive Library for Large Language Models

Paper • 2407.05563 • Published Jul 8, 2024

Towards Effective and Efficient Continual Pre-training of Large Language Models

Paper • 2407.18743 • Published Jul 26, 2024

Technical Report: Enhancing LLM Reasoning with Reward-guided Tree Search

Paper • 2411.11694 • Published Nov 18, 2024

Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems

Paper • 2412.09413 • Published Dec 12, 2024 • 1

YuLan-Mini: An Open Data-efficient Language Model

Paper • 2412.17743 • Published Dec 23, 2024 • 66