MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property

arXiv:2402.16389v1 Announce Type: new
Abstract: Large language models (LLMs) have demonstrated impressive performance in various natural language processing (NLP) tasks. However, there is limited understanding of how well LLMs perform in specific domains (e.g, the intellectual property (IP) domain). In this paper, we contribute a new benchmark, the first Multilingual-oriented quiZ on Intellectual Property (MoZIP), for the evaluation of LLMs in the IP domain. The MoZIP benchmark includes three challenging tasks: IP multiple-choice quiz (IPQuiz), IP question answering (IPQA), and …

arxiv benchmark cs.ai cs.cl intellectual property language language models large language large language models multilingual property type