Evaluating Vision-Language Models as Evaluators in Path Planning Paper • 2411.18711 • Published Nov 27, 2024
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search Paper • 2503.10582 • Published Mar 13 • 23
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators Paper • 2503.19877 • Published Mar 25 • 1
VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge Paper • 2504.10342 • Published Apr 14 • 11
Speculative Thinking: Enhancing Small-Model Reasoning with Large Model Guidance at Inference Time Paper • 2504.12329 • Published Apr 12
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think Paper • 2505.10185 • Published May 15 • 26
VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation Paper • 2506.03930 • Published Jun 4 • 24
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published 15 days ago • 65
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations Paper • 2504.00824 • Published Apr 1 • 44
Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate Paper • 2501.17703 • Published Jan 29 • 59
Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos Paper • 2501.13826 • Published Jan 23 • 26
JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation Paper • 2410.17250 • Published Oct 22, 2024 • 15
Long Context Alignment with Short Instructions and Synthesized Positions Paper • 2405.03939 • Published May 7, 2024
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Paper • 2412.05237 • Published Dec 6, 2024 • 48