GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models Paper • 2511.11134 • Published 27 days ago • 31
Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning Paper • 2507.17512 • Published Jul 23 • 36
REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once Paper • 2507.10541 • Published Jul 14 • 29
view article Article Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models +1 Mar 20, 2024 • 106
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts Paper • 2504.21117 • Published Apr 29 • 26
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges Paper • 2504.19093 • Published Apr 27 • 18
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis Paper • 2504.12322 • Published Apr 11 • 28
FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding Paper • 2504.09925 • Published Apr 14 • 38
MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion Paper • 2503.16212 • Published Mar 20 • 25
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer Paper • 2503.14891 • Published Mar 19 • 22
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception Paper • 2410.12628 • Published Oct 16, 2024 • 41
Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining Paper • 2410.08102 • Published Oct 10, 2024 • 21
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models Paper • 2410.09732 • Published Oct 13, 2024 • 54
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios Paper • 2408.17267 • Published Aug 30, 2024 • 23
CDM: A Reliable Metric for Fair and Accurate Formula Recognition Evaluation Paper • 2409.03643 • Published Sep 5, 2024 • 19
Controllable Text Generation for Large Language Models: A Survey Paper • 2408.12599 • Published Aug 22, 2024 • 65
TrackGo: A Flexible and Efficient Method for Controllable Video Generation Paper • 2408.11475 • Published Aug 21, 2024 • 18