Overview of Ella Empowering Llms For Interpretable Accurate And Informative Legal

Despite remarkable performance in legal consultation exhibited by legal Large Language Models(LLMs) combined with legal article retrieval components, there are still cases when the advice given is incorrect or baseless. To alleviate these problems, we propose {\\bf ELLA }, a tool for {\\bf E}mpowering {\\bf L}LMs for interpretable , accurate , and informative {\\bf L}egal {\\bf A}dvice. ELLA ...
To alleviate these problems, we propose ELLA , a tool for Empowering LLMs for interpretable , accurate , and informative Legal Advice. ELLA visually presents the correlation between legal articles and LLM's response by calculating their similarities, providing users with an intuitive legal basis for the responses.
Key Details About Ella Empowering Llms For Interpretable Accurate And Informative Legal

Yixin Cao editor Yang Feng editor Deyi Xiong editor Association for Computational Linguistics Bangkok, Thailand conference publication hu-etal-2024- ella 10.18653/v1/2024.acl-demos.36 https://aclanthology.org/2024.acl-demos.36/ 2024-08 374 387
ELLA : Empowering LLMs for Interpretable , Accurate and Informative Legal Advice: Paper and Code. Despite remarkable performance in legal consultation exhibited by legal Large Language Models ( LLMs ) combined with legal article retrieval components, there are still cases when the advice given is incorrect or baseless.

Useful Notes on Ella Empowering Llms For Interpretable Accurate And Informative Legal
ELLA : Empowering LLMs for Interpretable , Accurate and Informative Legal Advice - Huyt00/ ELLA
View recent discussion. Abstract: Despite remarkable performance in legal consultation exhibited by legal Large Language Models(LLMs) combined with legal article retrieval components, there are still cases when the advice given is incorrect or baseless. To alleviate these problems, we propose {\\bf ELLA }, a tool for {\\bf E}mpowering {\\bf L}LMs for interpretable , accurate , and informative ...

Overview of Ella Empowering Llms For Interpretable Accurate And Informative Legal
Conclusion The ELLA framework presents a promising approach to empower large language models for providing interpretable , accurate , and informative legal advice. By integrating specialized legal reasoning, knowledge extraction, and output generation modules, ELLA aims to address the limitations of traditional LLM -based legal advisory systems.
ELLA : Empowering LLMs for Interpretable , Accurate and Informative Legal Advice - Hu, Yutong, Luo, Kangcheng, Feng, Yansong

Key Details About Ella Empowering Llms For Interpretable Accurate And Informative Legal
That interactive step keeps you in control and helps the final response be clearer and more accurate . In addition, ELLA pulls up relevant legal cases that illustrate how similar questions were handled in real scenarios, giving you concrete examples to read.







To alleviate these problems, we propose ELLA , a tool for E mpowering L LMs for interpretable , accurate , and informative L egal A dvice. ELLA visually presents the correlation between legal articles and LLM's response by calculating their similarities, providing users with an intuitive legal basis for the responses.