Gcn Over Pruned TreesGraph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
Stars: ✭ 312 (+420%)
Multihead joint entity relation extractionImplementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).
Stars: ✭ 301 (+401.67%)
OpennreAn Open-Source Package for Neural Relation Extraction (NRE)
Stars: ✭ 3,442 (+5636.67%)
Oie ResourcesA curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
Stars: ✭ 283 (+371.67%)
LanguagecrunchLanguageCrunch NLP server docker image
Stars: ✭ 281 (+368.33%)
Tacred RelationPyTorch implementation of the position-aware attention model for relation extraction
Stars: ✭ 271 (+351.67%)
Multiple Relations Extraction Only Look OnceMultiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型,可用于 http://lic2019.ccf.org.cn/kg 信息抽取。
Stars: ✭ 269 (+348.33%)
PCNNA neural architecture for relation extraction task implemented in Tensorflow.
Stars: ✭ 89 (+48.33%)
comb dist direct relexCombining Distant and Direct Supervision for Neural Relation Extraction
Stars: ✭ 33 (-45%)
knowledge-graph-nlp-in-action从模型训练到部署,实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。
Stars: ✭ 58 (-3.33%)
PSPEPretrained Span and span Pair Encoder, code for "Pre-training Entity Relation Encoder with Intra-span and Inter-spanInformation.", EMNLP2020. It is based on our NERE toolkit (https://github.com/Receiling/NERE).
Stars: ✭ 17 (-71.67%)
CRESTA Causal Relation Schema for Text
Stars: ✭ 19 (-68.33%)
OpenNRE for ChineseOpenNRE for Chinese open relation extraction task in pytorch
Stars: ✭ 32 (-46.67%)
DiagnoseRESource code and dataset for the CCKS201 paper "On Robustness and Bias Analysis of BERT-based Relation Extraction"
Stars: ✭ 23 (-61.67%)
IE Paper NotesPaper notes for Information Extraction, including Relation Extraction (RE), Named Entity Recognition (NER), Entity Linking (EL), Event Extraction (EE), Named Entity Disambiguation (NED).
Stars: ✭ 14 (-76.67%)
MetaLifelongLanguageRepository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".
Stars: ✭ 21 (-65%)
Recurrent Interaction Network EMNLP2020Here is the code for the paper ``Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations'' accepted by EMNLP2020.
Stars: ✭ 13 (-78.33%)
PathNRESource code and dataset of EMNLP2017 paper "Incorporating Relation Paths in Neural Relation Extraction".
Stars: ✭ 42 (-30%)
FDDCNamed Entity Recognition & Relation Extraction 实体命名识别与关系分类
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KGPool[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
Stars: ✭ 33 (-45%)
VERSEVancouver Event and Relation System for Extraction
Stars: ✭ 13 (-78.33%)
knodleA PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.
Stars: ✭ 76 (+26.67%)
pynsettA programmable relation extraction tool
Stars: ✭ 25 (-58.33%)
InformationExtractionSystemInformation Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.
Stars: ✭ 27 (-55%)
Shukongdashi使用知识图谱,自然语言处理,卷积神经网络等技术,基于python语言,设计了一个数控领域故障诊断专家系统
Stars: ✭ 109 (+81.67%)
m3gmMax-Margin Markov Graph Models for WordNet (EMNLP 2018)
Stars: ✭ 40 (-33.33%)
CogIECogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
Stars: ✭ 47 (-21.67%)
HNREHierarchical Neural Relation Extraction
Stars: ✭ 93 (+55%)
Ask2TransformersA Framework for Textual Entailment based Zero Shot text classification
Stars: ✭ 102 (+70%)
dialogreDialogue-Based Relation Extraction
Stars: ✭ 124 (+106.67%)
DocuNetCode and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".
Stars: ✭ 84 (+40%)
ReQuestIndirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)
Stars: ✭ 26 (-56.67%)