BenchIE^FL: A Manually Re-Annotated Fact-Based Open Information Extraction Benchmark
Fabrice Lamarche, Philippe Langlais · 2024
Open Information Extraction (OIE) is a field of natural language processing that aims to present textual information in a format that allows it to be organized, analyzed and reflected upon.Numerous OIE systems are developed, claiming ever-increasing performance, marking the need for objective benchmarks.BenchIE is the latest reference we know of.Despite being very well thought out, we noticed a number of issues we believe are limiting.Therefore, we propose BenchIE F L , a new OIE benchmark which fully enforces the principles of BenchIE while containing fewer errors, omissions and shortcomings when candidate facts are matched towards reference ones.BenchIE F L allows insightful conclusions to be drawn on the actual performance of OIE extractors.