FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving Paper • 2502.20238 • Published Feb 27, 2025 • 23
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models Paper • 2403.12027 • Published Mar 18, 2024 • 1
GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning Paper • 2509.17437 • Published Sep 22, 2025 • 17
Scaling Environments for LLM Agents in the Era of Learning from Interaction: A Survey Paper • 2511.09586 • Published Nov 12, 2025 • 2
SeaLLMs-Audio: Large Audio-Language Models for Southeast Asia Paper • 2511.01670 • Published Nov 3, 2025
Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation Paper • 2406.19643 • Published Jan 3, 2025
Understanding the Behaviors of Environment-aware Information Retrieval Paper • 2606.16817 • Published Jun 15 • 9
Understanding the Behaviors of Environment-aware Information Retrieval Paper • 2606.16817 • Published Jun 15 • 9
RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography Paper • 2604.15231 • Published Apr 16 • 6
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? Paper • 2411.03670 • Published Nov 6, 2024
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA Paper • 2312.17670 • Published Dec 29, 2023
Medal S: Spatio-Textual Prompt Model for Medical Segmentation Paper • 2511.13001 • Published Nov 17, 2025 • 3
Large Language Models Do NOT Really Know What They Don't Know Paper • 2510.09033 • Published Oct 10, 2025 • 17
Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published Oct 13, 2025 • 108
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs Paper • 2504.06897 • Published Apr 9, 2025 • 1
POSTER++: A simpler and stronger facial expression recognition network Paper • 2301.12149 • Published Jan 28, 2023 • 1
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Paper • 2507.22607 • Published Jul 30, 2025 • 47
SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning Paper • 2506.21355 • Published Jun 26, 2025 • 10
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations Paper • 2504.13816 • Published Apr 18, 2025 • 18
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8, 2025 • 114