Yixiao Ge
3 papers in the PaperMetrix corpus
Papers by this author
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GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
2023 · arXiv (Cornell University)
This paper aims to efficiently enable Large Language Models (LLMs) to use multimodal tools. Advanced proprietary LLMs, such as ChatGPT and GPT-4, have shown great potential for tool usage through sophisticated prompt engineering. Nevertheless, these …
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Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?
2025 · arXiv (Cornell University)
Recent advances in CoT reasoning and RL post-training have been reported to enhance video reasoning capabilities of MLLMs. This progress naturally raises a question: can these models perform complex video reasoning in a manner comparable …
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LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
2025 · arXiv (Cornell University)
Recent advances have highlighted the benefits of scaling language models to enhance performance across a wide range of NLP tasks. However, these approaches still face limitations in effectiveness and efficiency when applied to domain-specific tasks, …