2 papers
cs.CL2026
MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025)
Paolo Pedinotti, Peter Baumann, Nathan Jessurun +2
Financial NLP has evolved rapidly since late 2022, outpacing narrative surveys. We introduce MetaGraph, a methodology for extracting typed knowledge graphs from scientific corpora…
cs.CL2025
LexTime: A Benchmark for Temporal Ordering of Legal Events
Claire Barale, Leslie Barrett, Vikram Sunil Bajaj +1
Understanding temporal relationships and accurately reconstructing the event timeline is important for case law analysis, compliance monitoring, and legal summarization. However, e…