Search Results for author: Zichen Chen

Found 5 papers, 2 papers with code

XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making

no code implementations15 Nov 2023 Zichen Chen, Jianda Chen, Mitali Gaidhani, Ambuj Singh, Misha Sra

The explanation component includes a why-choose explanation, a why-not-choose explanation, and a set of reason-elements that underlie the LLM's decision.

Decision Making Graph Attention +4

LMExplainer: a Knowledge-Enhanced Explainer for Language Models

no code implementations29 Mar 2023 Zichen Chen, Ambuj K Singh, Misha Sra

We propose LMExplainer, a knowledge-enhanced explainer for LMs that can provide human-understandable explanations.

Decision Making Graph Attention

FedOBD: Opportunistic Block Dropout for Efficiently Training Large-scale Neural Networks through Federated Learning

1 code implementation10 Aug 2022 YuanYuan Chen, Zichen Chen, Pengcheng Wu, Han Yu

To the best of our knowledge, FedOBD is the first approach to perform dropout on FL models at the block level rather than at the individual parameter level.

Federated Learning

Towards Toxic and Narcotic Medication Detection with Rotated Object Detector

1 code implementation19 Oct 2021 Jiao Peng, Feifan Wang, Zhongqiang Fu, Yiying Hu, Zichen Chen, Xinghan Zhou, Lijun Wang

Recent years have witnessed the advancement of deep learning vision technologies and applications in the medical industry.

Management

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