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Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
Research overview for the ICML 2025 paper on using model merging to transfer and study reasoning in vision-language models.
Composing Parameter-Efficient Modules with Arithmetic Operations
Research overview for the NeurIPS 2023 paper on composing LoRA and other parameter-efficient modules with arithmetic operations.
Compression Represents Intelligence Linearly
Research overview for the COLM 2024 paper studying the linear relationship between LLM compression ability and benchmark performance.
FELM: Benchmarking Factuality Evaluation of Large Language Models
Research overview for the NeurIPS 2023 Datasets and Benchmarks paper introducing FELM for fine-grained factuality evaluation of LLM outputs.
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