MMPretrain

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shikhar7ssu

authored a paper 4 months ago

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Paper • 2507.06261 • Published Jul 7 • 63

yuexiang96

authored 10 papers 4 months ago

Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17 • 39

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 • 24

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 • 10

Speculative Thinking: Enhancing Small-Model Reasoning with Large Model Guidance at Inference Time

Paper • 2504.12329 • Published Apr 12

Overtrained Language Models Are Harder to Fine-Tune

Paper • 2503.19206 • Published Mar 24 • 2

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 • 26

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1 • 79

yuexiang96

authored a paper 7 months ago

ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations

Paper • 2504.00824 • Published Apr 1 • 43

yuexiang96

authored 3 papers 9 months ago

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published Feb 5 • 58

Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate

Paper • 2501.17703 • Published Jan 29 • 58

Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Paper • 2501.13826 • Published Jan 23 • 25

yuexiang96

authored 5 papers 11 months ago

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

LIME: Less Is More for MLLM Evaluation

Paper • 2409.06851 • Published Sep 10, 2024 • 2

Machine Unlearning of Pre-trained Large Language Models

Paper • 2402.15159 • Published Feb 23, 2024

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Paper • 2412.05237 • Published Dec 6, 2024 • 46