event-extraction

There are 35 repositories under event-extraction topic.

cocacola-lab / ChatIE
The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)
chatgpt information-extraction zero-shot event-extraction ner tool nlp relation-extraction ai openai chatgpt-app event-extraciton eventexecutor llm knowledge-graph
Language:Python 763
murray-z / text_analysis_tools
中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）
text-ana text-classification text-clustering text-similarity key-words sentiment-analysis spell-corrector text-summatizer event-extraction topic-keywords
Language:Python 660
quqxui / Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models named-entity-recognition relation-extraction zero-shot-learning
585
FXLP / MarkTool
DoTAT 是一款基于web、面向领域的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于字典匹配和正则匹配的自动标注以及用于实现归一化的标准名标注，同时也支持迭代标注、嵌套实体标注和嵌套事件标注。标注规范可自定义且同类型任务中可“一次创建多次复用”。通过分级实体集合扩大了实体类型的规模，并设计了全新高效的标注方式，提升了用户体验和标注效率。此外，本工具增加了审核环节，可对多人的标注结果进行一致性检验、自动合并和手动调整，提高了标注结果的准确率。
ner relation-extraction event-extraction text-classification nested-entity-annotation nested-event-annotation iterative-annotation entity-normalization automatic-batch-annotation
Language:Vue 576
zhang17173 / Event-Extraction
基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容
cnn-classification deep-learning event-extraction judgment nlp word2vec
Language:Python 567
BaptisteBlouin / EventExtractionPapers
A list of NLP resources focused on event extraction task
event-extraction event-detection information-extraction nlp papers event-coreference
562
fhamborg / Giveme5W1H
Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?
question answering news event-detection event-extraction fivewoneh fivew 5w1h 5w question-answering news-articles text-analysis nlp nlp-library
Language:HTML 504
THU-KEG / OmniEvent
A comprehensive, unified and modular event extraction toolkit.
event-detection event-extraction big-models bmtrain deep-learning huggingface-transformers information-extration natural-language-generation natural-language-processing pytorch
Language:Python 336
nlpcl-lab / bert-event-extraction
Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus
event-extraction ace2005 bert pytorch
Language:Python 333
zjunlp / OpenUE
[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text
triple-extraction relation-extraction named-entity-recognition event-extraction intent-classification slot-filling nlp-extraction-tasks openue nlp pytorch bert natural-language-processing
Language:Python 321
zjunlp / AutoKG
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
chatgpt event-extraction gpt4 information-extraction knowledge-graph knowledge-graph-completion knowledge-graph-construction link-prediction relation-extraction relational-triple-extraction large-language-models
Language:Python 306
nlpcl-lab / ace2005-preprocessing
ACE 2005 corpus preprocessing for Event Extraction task
ace2005 event-extraction parsed-data preprocessing
Language:Python 286
GoLLIE
hitz-zentroa / GoLLIE
Guideline following Large Language Model for Information Extraction
code-llama event-extraction guidelines hugginface-hub huggingface inference information-extraction llama llama2 llm llms named-entity-recognition relation-extraction state-of-the-art text-generation training transformer gollie
Language:Python 261
Spico197 / DocEE
🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.
event-extraction information-extraction natural-language-understanding pytorch
Language:Python 228
cocacola-lab / GPT4IE
An open-source and powerful Information Extraction toolkit based on GPT (GPT for Information Extraction; GPT4IE for short)。Note: we set a default openai key in the tool, you can tell us if the key reach the limit.
event-extraction gpt-3 information-extraction ner prompt-toolkit relation-extraction
Language:JavaScript 167
Hanlard / Transformer-based-pretrained-model-for-event-extraction
使用基于Transformer的预训练模型在ACE2005数据集上进行事件抽取任务
event-extraction transformer bert ace2005 muti-task
Language:Python 156
pkuserc / ChatGPT_for_IE
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
calibration chatgpt entity-typing evaluation event-detection event-extraction explainability information-extraction named-entity-recognition performance relation-classification relation-extraction faithfulness large-language-models
Language:Python 136
zjunlp / IEPile
[OneKE] [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus
bilingual chinese corpus dataset english event-extraction ie information-extraction instructions knowledge-graph large-language-models named-entity-recognition natural-language-processing relation-extraction iepie
Language:Python 134
houking-can / CCKS2019-Task5
CCKS2019评测任务五-公众公司公告信息抽取，第3名
ccks table-extraction event-extraction ner pdf-document-processor pdf2html flask web-api
Language:Python 120
FreedomIntelligence / Evaluation-of-ChatGPT-on-Information-Extraction
An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).
chatgpt evaluation information-extraction sentiment-analysis evaluation-criteria event-detection event-extraction named-entity-recognition performance relation-classification relation-extraction robustness error-types
Language:Python 119
taishan1994 / PointerNet_Chinese_Information_Extraction
利用指针网络进行信息抽取，包含命名实体识别、关系抽取、事件抽取。
ee event-extraction information-extraction named-entity-recognition ner pointer-networks re relation-extraction
Language:Python 114
raspberryice / gen-arg
Code for paper "Document-Level Argument Extraction by Conditional Generation". NAACL 21'
information-extraction event-extraction
Language:HTML 113
zjunlp / Low-resource-KEPapers
A Paper List of Low-resource Information Extraction
low-resource knowledge-extraction information-extraction ner relation-extraction event-extraction few-shot-learning knowledge-graph awsome-list paper-list paper artificial-intelligence nlp survey
112
RunxinXu / GIT
Source code for ACL-IJCNLP 2021 Long paper: Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker.
document-level event-extraction nlp information-extraction
Language:Python 102
zjunlp / Generative_KG_Construction_Papers
[EMNLP 2022] Generative Knowledge Graph Construction: A Review
genkgc knowledge-graph generative awesome-list paper-list natural-language-processing nlp generation information-extraction structure-prediction review survey named-entity-recognition relation-extraction relational-triple-extraction event-extraction natural-language-generation information-extration chatgpt paper
101
xusenlinzy / lit-ie
A training and inference framework for open ner and re models! 信息抽取模型的统一训练和推理框架，包含丰富的开源SOTA模型
bert event-extraction global-pointer gplinker named-entity-recognition natural-language-processing pytorch-lightning relation-extraction transformers uie
Language:Python 84
FuxiaoLiu / VisualNews-Repository
[EMNLP'21] Visual News: Benchmark and Challenges in News Image Captioning
alignment dataset datasets deep-learning fake fakenews gpt-4 llm multimodal news benchmark gpt llama event-extraction named-entity-recognition pretraining vision-and-language emnlp emnlp2021
Language:Jupyter Notebook 79
wutong8023 / Awesome_Information_Extraction
Literature Survey of Information Extraction, especially Relation Extraction, Event Extraction, and Slot Filling.
information-extraction relation-extraction event-extraction natural-language-processing awesome-list
Language:TeX 71
hubojing / Information-Extraction-Papers
信息抽取相关论文。
event-extraction information-extraction ner relation-extraction
69
Jianwei-Lv / chinese-event-extraction-pytorch
一个简单的中文事件抽取模型，触发词和实体联合标注识别，同时判定实体角色。
chinese-event-extraction nlp pytorch chinese event-extraction bert
Language:Python 69
jinzhuoran / CogIE
CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
information-extraction named-entity-recognition relation-extraction event-extraction pytorch natural-language-processing nlp python entity-linking frame-semantic-parsing entity-typing acl2021 demo
Language:Python 66
taishan1994 / pytorch_bert_event_extraction
基于pytorch+bert的中文事件抽取
pytorch bert event-extraction chinese-nlp
Language:Python 64
PlusLabNLP / GEANet-BioMed-Event-Extraction
Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs
event-extraction biomedical covid-19 cord-19 natural-language-processing bert multitask-learning deep-learning
Language:Python 59
ll0ruc / event-extraction-paper
Papers from top conferences and journals for event extraction in recent years
event-extraction event-detection paper acl emnlp naacl aaai
57
RingBDStack / GDAP
Code for "Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works" (ICASSP 2022)
event-extraction prompt-based constrained-sequence-generation
Language:Python 51
ll0ruc / ace2005chinese_preprocess
ACE 2005 corpus preprocessing for Event Extraction task
event-extraction ace2005 preprocessing-files chinese
Language:Python 49

event-extraction

cocacola-lab / ChatIE

murray-z / text_analysis_tools

quqxui / Awesome-LLM4IE-Papers

FXLP / MarkTool

zhang17173 / Event-Extraction

BaptisteBlouin / EventExtractionPapers

fhamborg / Giveme5W1H

THU-KEG / OmniEvent

nlpcl-lab / bert-event-extraction

zjunlp / OpenUE

zjunlp / AutoKG

nlpcl-lab / ace2005-preprocessing

hitz-zentroa / GoLLIE

Spico197 / DocEE

cocacola-lab / GPT4IE

Hanlard / Transformer-based-pretrained-model-for-event-extraction

pkuserc / ChatGPT_for_IE

zjunlp / IEPile

houking-can / CCKS2019-Task5

FreedomIntelligence / Evaluation-of-ChatGPT-on-Information-Extraction

taishan1994 / PointerNet_Chinese_Information_Extraction

raspberryice / gen-arg

zjunlp / Low-resource-KEPapers

RunxinXu / GIT

zjunlp / Generative_KG_Construction_Papers

xusenlinzy / lit-ie

FuxiaoLiu / VisualNews-Repository

wutong8023 / Awesome_Information_Extraction

hubojing / Information-Extraction-Papers

Jianwei-Lv / chinese-event-extraction-pytorch

jinzhuoran / CogIE

taishan1994 / pytorch_bert_event_extraction

PlusLabNLP / GEANet-BioMed-Event-Extraction

ll0ruc / event-extraction-paper

RingBDStack / GDAP

ll0ruc / ace2005chinese_preprocess