Papers by Ruihao Shui
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen (2020.acl-main)
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| Challenge: | a curse of knowledge can impede communication between experts and laymen. |
| Approach: | They propose a task of expertise style transfer to automate the communication between experts and laymen using an annotated dataset. |
| Outcome: | The proposed task simplifies professional language and improves accuracy and expertise level of laymen descriptions using simple words. |
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction (2023.findings-emnlp)
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| Challenge: | Large language models (LLMs) have demonstrated great potential for domain-specific applications, such as the law domain. |
| Approach: | They propose a framework to investigate LLMs' competence in the law domain by using similar cases and multi-choice options. |
| Outcome: | The proposed solutions can be extended to other domains to facilitate evaluations in other domain. |