Search Results for author: Xuyang Ge

Found 4 papers, 2 papers with code

SurveyAgent: A Conversational System for Personalized and Efficient Research Survey

no code implementations9 Apr 2024 Xintao Wang, Jiangjie Chen, Nianqi Li, Lida Chen, Xinfeng Yuan, Wei Shi, Xuyang Ge, Rui Xu, Yanghua Xiao

In the rapidly advancing research fields such as AI, managing and staying abreast of the latest scientific literature has become a significant challenge for researchers.

Management Question Answering

Dictionary Learning Improves Patch-Free Circuit Discovery in Mechanistic Interpretability: A Case Study on Othello-GPT

no code implementations19 Feb 2024 Zhengfu He, Xuyang Ge, Qiong Tang, Tianxiang Sun, Qinyuan Cheng, Xipeng Qiu

Sparse dictionary learning has been a rapidly growing technique in mechanistic interpretability to attack superposition and extract more human-understandable features from model activations.

Dictionary Learning

Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction

1 code implementation22 May 2023 Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang

The vital role of analogical reasoning in human cognition allows us to grasp novel concepts by linking them with familiar ones through shared relational structures.

Novel Concepts Question Answering

Distilling Script Knowledge from Large Language Models for Constrained Language Planning

1 code implementation9 May 2023 Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang

In everyday life, humans often plan their actions by following step-by-step instructions in the form of goal-oriented scripts.

Knowledge Distillation

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