Famus: Frames across multiple sources

S Vashishtha, A Martin, W Gantt, B Van Durme… - arXiv preprint arXiv …, 2023 - arxiv.org
Understanding event descriptions is a central aspect of language processing, but current
approaches focus overwhelmingly on single sentences or documents. Aggregating …

Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction

X Hu, S Meng, C Zhang, X Yang, L Wen, I King… - arXiv preprint arXiv …, 2022 - arxiv.org
Information Extraction (IE) aims to extract structured information from heterogeneous
sources. IE from natural language texts include sub-tasks such as Named Entity Recognition …

Toward Comprehensive Broad-Coverage Cross-Document Event Extraction

S Vashishtha - 2024 - search.proquest.com
Event extraction in natural language processing has traditionally focused on sentence-level
analysis, limiting our ability to comprehensively understand complex events across multiple …