Search Results for author: Xiaoxin Lu

Found 3 papers, 3 papers with code

Evaluating LLMs at Detecting Errors in LLM Responses

1 code implementation • 4 Apr 2024 • Ryo Kamoi, Sarkar Snigdha Sarathi Das, Renze Lou, Jihyun Janice Ahn, Yilun Zhao, Xiaoxin Lu, Nan Zhang, Yusen Zhang, Ranran Haoran Zhang, Sujeeth Reddy Vummanthala, Salika Dave, Shaobo Qin, Arman Cohan, Wenpeng Yin, Rui Zhang

This work introduces ReaLMistake, the first error detection benchmark consisting of objective, realistic, and diverse errors made by LLMs.

Instruction Following

14

Paper
Code

Fair Abstractive Summarization of Diverse Perspectives

1 code implementation • 14 Nov 2023 • Yusen Zhang, Nan Zhang, Yixin Liu, Alexander Fabbri, Junru Liu, Ryo Kamoi, Xiaoxin Lu, Caiming Xiong, Jieyu Zhao, Dragomir Radev, Kathleen McKeown, Rui Zhang

However, current work in summarization metrics and Large Language Models (LLMs) evaluation has not explored fair abstractive summarization.

Abstractive Text Summarization Fairness

8

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Code

Doctor Recommendation in Online Health Forums via Expertise Learning

1 code implementation • ACL 2022 • Xiaoxin Lu, Yubo Zhang, Jing Li, Shi Zong

Huge volumes of patient queries are daily generated on online health forums, rendering manual doctor allocation a labor-intensive task.

14

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Code

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