Knowledge Works Lab at Fudan University

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http://kw.fudan.edu.cn

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Recent Activity

EZ-hwh authored a paper about 2 months ago

Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction

xjhuang authored a paper 6 months ago

Pre-Trained Policy Discriminators are General Reward Models

LibraTree authored a paper 7 months ago

Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better

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EZ-hwh

authored a paper about 2 months ago

Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction

Paper • 2406.11455 • Published Jun 17, 2024 • 1

dongdong2021

authored 2 papers 3 months ago

Lossless KV Cache Compression to 2%

Paper • 2410.15252 • Published Oct 20, 2024 • 1

Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought

Paper • 2505.15431 • Published May 21, 2025 • 1

siyuyuan

authored a paper 8 months ago

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

Paper • 2505.19914 • Published May 26, 2025 • 45

EZ-hwh

authored a paper 8 months ago

FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models

Paper • 2505.02735 • Published May 5, 2025 • 33

liangjiaqing

authored a paper 9 months ago

BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation

Paper • 2504.14538 • Published Apr 20, 2025 • 30

EZ-hwh

authored a paper 9 months ago

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs

Paper • 2504.15415 • Published Apr 21, 2025 • 23

dongdong2021

authored a paper 9 months ago

TransMamba: Flexibly Switching between Transformer and Mamba

Paper • 2503.24067 • Published Mar 31, 2025 • 21

EZ-hwh

authored a paper 9 months ago

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values

Paper • 2504.05535 • Published Apr 7, 2025 • 44

siyuyuan

authored a paper 10 months ago

Implicit Reasoning in Transformers is Reasoning through Shortcuts

Paper • 2503.07604 • Published Mar 10, 2025 • 23

EZ-hwh

authored a paper 10 months ago

YuE: Scaling Open Foundation Models for Long-Form Music Generation

Paper • 2503.08638 • Published Mar 11, 2025 • 71

EZ-hwh

authored a paper 11 months ago

CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models

Paper • 2502.16614 • Published Feb 23, 2025 • 27

siyuyuan

authored a paper 11 months ago

CoSER: Coordinating LLM-Based Persona Simulation of Established Roles

Paper • 2502.09082 • Published Feb 13, 2025 • 30

siyuyuan

authored a paper 12 months ago

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

Paper • 2501.11425 • Published Jan 20, 2025 • 109

dongdong2021

authored a paper about 1 year ago

Scaling Laws for Floating Point Quantization Training

Paper • 2501.02423 • Published Jan 5, 2025 • 26

siyuyuan

authored a paper about 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 • 10

EZ-hwh

authored a paper about 1 year ago

PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment

Paper • 2410.13785 • Published Oct 17, 2024 • 19

fogdog

authored a paper over 1 year ago

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs

Paper • 2407.00653 • Published Jun 30, 2024 • 13

liangjiaqing

authored 2 papers over 1 year ago

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs

Paper • 2407.00653 • Published Jun 30, 2024 • 13

AutoCrawler: A Progressive Understanding Web Agent for Web Crawler Generation

Paper • 2404.12753 • Published Apr 19, 2024 • 43