Cross-domain Retrieval in the Legal and PatentDomain: a Reproducability Study

Reproducability paper of the paper "BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval" from Yunqiu Shao, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Ken Satoh, Min Zhang, Shaoping Ma.

The paragraph-level modelling BERT models LawBERT and PatentBERT as well as the different AttenRNN models (LSTM, GRU) trained on the legal or patent document retrieval task are released here.