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Shumin Deng

Knowledge Circuits in Pretrained Transformers

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May 28, 2024
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Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework

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May 24, 2024
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Agent Planning with World Knowledge Model

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May 23, 2024
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Detoxifying Large Language Models via Knowledge Editing

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Mar 28, 2024
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Editing Conceptual Knowledge for Large Language Models

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Mar 10, 2024
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KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

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Mar 05, 2024
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KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection

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Mar 04, 2024
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A Comprehensive Study of Knowledge Editing for Large Language Models

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Jan 09, 2024
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Towards A Unified View of Answer Calibration for Multi-Step Reasoning

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Nov 15, 2023
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Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View

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Oct 03, 2023
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