Document-level Event Extraction

15 papers with code • 1 benchmarks • 1 datasets

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Libraries

Use these libraries to find Document-level Event Extraction models and implementations
3 papers
225

Datasets


Most implemented papers

Few-Shot Document-Level Event Argument Extraction

xianjun-yang/fewdocae 6 Sep 2022

To fill this gap, we present FewDocAE, a Few-Shot Document-Level Event Argument Extraction benchmark, based on the existing document-level event extraction dataset.

Probing Representations for Document-level Event Extraction

githubarry/docie-probing 23 Oct 2023

This work is the first to apply the probing paradigm to representations learned for document-level information extraction (IE).

Event-Keyed Summarization

wgantt/eks 10 Feb 2024

We introduce event-keyed summarization (EKS), a novel task that marries traditional summarization and document-level event extraction, with the goal of generating a contextualized summary for a specific event, given a document and an extracted event structure.

CMNEE: A Large-Scale Document-Level Event Extraction Dataset based on Open-Source Chinese Military News

mzzzhu/cmnee 18 Apr 2024

To alleviate this problem, we propose CMNEE, a large-scale, document-level open-source Chinese Military News Event Extraction dataset.