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Xuansheng Wu

A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models

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Mar 07, 2025
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Interpreting and Steering LLMs with Mutual Information-based Explanations on Sparse Autoencoders

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Feb 21, 2025
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Self-Regularization with Latent Space Explanations for Controllable LLM-based Classification

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Feb 19, 2025
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LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models

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Oct 02, 2024
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Retrieval-Enhanced Knowledge Editing for Multi-Hop Question Answering in Language Models

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Mar 28, 2024
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Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era

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Mar 13, 2024
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InFoBench: Evaluating Instruction Following Ability in Large Language Models

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Jan 07, 2024
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Applying Large Language Models and Chain-of-Thought for Automatic Scoring

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Nov 30, 2023
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From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning

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Sep 30, 2023
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Towards Personalized Cold-Start Recommendation with Prompts

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Jul 05, 2023
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