Zero-shot Event Extraction - This is the code repository for ACL2021 paper: Zero-shot Event Extraction via Transfer Learning: Challenges and Insights.
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Updated
Sep 8, 2022 - Python
Zero-shot Event Extraction - This is the code repository for ACL2021 paper: Zero-shot Event Extraction via Transfer Learning: Challenges and Insights.
An unsupervised method to automatically detect episodes (significant subevents) and their respective text segments given a key news event corpus.
biomedical event extraction
[DATA22 and Springer LNCS] Graph-Enhanced Biomedical Abstractive Summarization via Factual Evidence Extraction
Use BERT for event extraction and Use R_drop for data augmentation
Event Extraction
Event Extraction for PaddlePaddle 采用百度飞桨的MRC事件抽取模型
Zero Shot Event Extraction - Making pretrained sentence encoders more multilingual and language-agnostic. Works best (at the moment) with YerevaNN's internal version of allennlp.
Code for the WWW '19 paper "Event Detection using Hierarchical Multi-Aspect Attention"
This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.
[COLING22] Text-to-Text Extraction and Verbalization of Biomedical Event Graphs
[ACL 2023] SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres
Open-domain Event Extraction and Embedding for Natural Gas Market Prediction
[EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction
Extraction of the five journalistic W-questions (5W) from news articles
An unofficial code reproduction in the field of event extraction of EMNLP-19 paper "Event Detection with Multi-Order Graph Convolution and Aggregated Attention"
[NAACL'21 Demo] EventPlus: a temporal event understanding pipeline that integrates various state-of-the-art event understanding components including event trigger and type detection, event argument detection, event duration and temporal relation extraction
A package that extracts Persian time and date markers by applying regexes -- AACL 2022
使用bert进行事件抽取。
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