Knowledge Works Lab at Fudan University

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authored a paper 2 months ago

QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks

Paper • 2605.24218 • Published May 22 • 47

submitted a paper to Daily Papers 2 months ago

QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks

Paper • 2605.24218 • Published May 22 • 47

authored a paper about 1 year ago

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles

Paper • 2505.19914 • Published May 26, 2025 • 46

authored 4 papers about 1 year ago

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation

Paper • 2402.05733 • Published Feb 8, 2024

SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals

Paper • 2406.04784 • Published Jun 7, 2024 • 2

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

Paper • 2503.14476 • Published Mar 18, 2025 • 146

Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning

Paper • 2504.13914 • Published Apr 10, 2025 • 6

authored a paper about 1 year ago

ARM: Adaptive Reasoning Model

Paper • 2505.20258 • Published May 26, 2025 • 45

authored a paper about 1 year ago

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles

Paper • 2505.19914 • Published May 26, 2025 • 46

authored a paper over 1 year ago

Implicit Reasoning in Transformers is Reasoning through Shortcuts

Paper • 2503.07604 • Published Mar 10, 2025 • 23

authored a paper over 1 year ago

Implicit Reasoning in Transformers is Reasoning through Shortcuts

Paper • 2503.07604 • Published Mar 10, 2025 • 23

authored a paper over 1 year ago

CoSER: Coordinating LLM-Based Persona Simulation of Established Roles

Paper • 2502.09082 • Published Feb 13, 2025 • 32

authored a paper over 1 year ago

CoSER: Coordinating LLM-Based Persona Simulation of Established Roles

Paper • 2502.09082 • Published Feb 13, 2025 • 32

authored a paper over 1 year ago

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published Jan 20, 2025 • 108

authored a paper over 1 year ago

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Paper • 2501.09484 • Published Jan 16, 2025 • 19

authored a paper over 1 year ago

ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning

Paper • 2501.06590 • Published Jan 11, 2025 • 11

authored a paper over 1 year ago

ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use

Paper • 2501.02506 • Published Jan 5, 2025 • 11

authored a paper almost 2 years ago

AAAR-1.0: Assessing AI's Potential to Assist Research

Paper • 2410.22394 • Published Oct 29, 2024 • 16

authored 2 papers almost 2 years ago

Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena

Paper • 2310.05746 • Published Oct 9, 2023 • 1

Distilling Script Knowledge from Large Language Models for Constrained Language Planning

Paper • 2305.05252 • Published May 9, 2023