Small Models Struggle to Learn from Strong Reasoners
Paper
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2502.12143
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Published
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38
AI & ML interests
LLM & LMM evaluation
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yuexiang96
authored
10
papers
8 days ago
Evaluating Vision-Language Models as Evaluators in Path Planning
Paper
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2411.18711
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VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search
Paper
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2503.10582
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Published
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23
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators
Paper
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2503.19877
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Published
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1
VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge
Paper
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2504.10342
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Published
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11
Speculative Thinking: Enhancing Small-Model Reasoning with Large Model Guidance at Inference Time
Paper
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2504.12329
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Published
Overtrained Language Models Are Harder to Fine-Tune
Paper
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2503.19206
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Published
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2
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
Paper
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2505.10185
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Published
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26
VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation
Paper
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2506.03930
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Published
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24
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
Paper
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2507.00432
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Published
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62
luodian
authored
2
papers
12 days ago
Solaris99
authored
4
papers
about 2 months ago
VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?
Paper
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2404.05955
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Published
The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism
Paper
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2407.10457
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Published
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25
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories
Paper
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2410.07706
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Published
MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining
Paper
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2505.07608
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Published
•
81
jinjieni
authored
a
paper
2 months ago
yuexiang96
authored
a
paper
3 months ago
jinjieni
authored
a
paper
3 months ago
jinjieni
updated
a
dataset
5 months ago