Language Model-based Approaches for Legal Assistance

Zhiran Li, Leilei Kong
2020 Forum for Information Retrieval Evaluation  
This paper mainly introduces our approaches for the task provided by the FIRE2020(forum for information retrieval evaluation). Task 1 has 2 sub-tasks. The first part of it is to match similar legal cases, and the second part is to match legal cases with relevant statues. We tried the language model on the first task. Language models with different hyper-parameters are used to rank the queries. And the second task is handled as a multi-classification task. We applied a pre-training language
more » ... (BERT model developed by Google) on it, with different training parameters.
dblp:conf/fire/LiK20 fatcat:7jmrtxxy6fcdvpy7z2jgkfsv6q