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Ninghao Liu

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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Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data

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Feb 19, 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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SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?

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Feb 18, 2025
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EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification

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Feb 07, 2025
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Foundation Models for Low-Resource Language Education (Vision Paper)

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Dec 06, 2024
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Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation

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Nov 18, 2024
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Large Language Models for Manufacturing

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Oct 28, 2024
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Global Graph Counterfactual Explanation: A Subgraph Mapping Approach

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Oct 25, 2024
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