Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning: model and rubric dataset.
AI & ML interests
Machine Learning, Natural Language Processing, Optimization, Multi-Modality, Artificial Intelligence
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Papers
Multi-Turn Reflective Masking Elicits Reasoning in Mask Diffusion Models
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs
models 9
umd-zhou-lab/AudioRubrics
Audio-Text-to-Text • 12B • Updated • 41 • 4
umd-zhou-lab/controllable-wizardlm-7b
Text Generation • 7B • Updated • 20
umd-zhou-lab/controllable-llama2-7b
Text Generation • 7B • Updated • 16
umd-zhou-lab/recycled-wizardlm-7b-v2.0
Text Generation • Updated • 69 • 2
umd-zhou-lab/recycled-alpaca-7b-v2.0
Text Generation • Updated • 61 • 1
umd-zhou-lab/claude2-alpaca-7B
Text Generation • Updated • 37 • 2
umd-zhou-lab/claude2-alpaca-13B
Text Generation • Updated • 105 • 5
umd-zhou-lab/recycled-wizardlm-7b-v1.0
Text Generation • Updated • 17
umd-zhou-lab/recycled-alpaca-7b-v1.0
Text Generation • Updated • 6
datasets 14
umd-zhou-lab/AVQA-Audio-Rubrics
Viewer • Updated • 40.4k • 104 • 1
umd-zhou-lab/TSRBench
Updated • 347 • 3
umd-zhou-lab/V-REX
Viewer • Updated • 702 • 32
umd-zhou-lab/ChartAlignBench
Viewer • Updated • 22.6k • 159
umd-zhou-lab/ColorBench
Viewer • Updated • 5.89k • 653 • 6
umd-zhou-lab/CoSTAR
Viewer • Updated • 121 • 482 • 4
umd-zhou-lab/sRecycled_Wiz70
Viewer • Updated • 46.6k • 35 • 2
umd-zhou-lab/sRecycled_Alpaca
Viewer • Updated • 37.1k • 25 • 2
umd-zhou-lab/Reflect_Alpaca_All
Viewer • Updated • 208k • 37 • 1
umd-zhou-lab/Reflect_Wiz70_All
Viewer • Updated • 280k • 57 • 1