ReQuestIndirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)
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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).
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Gcn Over Pruned TreesGraph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
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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。
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AggcnAttention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)
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Tacred RelationPyTorch implementation of the position-aware attention model for relation extraction
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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。
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Open Ie PapersOpen Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.
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Distre[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
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Information Extraction ChineseChinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
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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).
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DocuNetCode and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".
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limaThe Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.
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InformationExtractionSystemInformation Extraction System can perform NLP tasks like Named Entity Recognition, Sentence Simplification, Relation Extraction etc.
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Oie ResourcesA curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
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Pytorch multi head selection reBERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE
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Tre[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations
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CogIECogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021
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CasrelA Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
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LanguagecrunchLanguageCrunch NLP server docker image
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OpenhownetCore Data of HowNet and OpenHowNet Python API
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OpenNRE for ChineseOpenNRE for Chinese open relation extraction task in pytorch
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DiagnoseRESource code and dataset for the CCKS201 paper "On Robustness and Bias Analysis of BERT-based Relation Extraction"
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CRESTA Causal Relation Schema for Text
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DtDNS tool - display information about your domain
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DeFi-Developer-Road-MapDeFi Developer roadmap is a curated Web3.0 Developer handbook which includes a list of the best tools for DApps, development resources and lifehacks.
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CoVA-Web-Object-DetectionA Context-aware Visual Attention-based training pipeline for Object Detection from a Webpage screenshot!
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ai-distilleryAutomatically modelling and distilling knowledge within AI. In other words, summarising the AI research firehose.
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PLELabel Noise Reduction in Entity Typing (KDD'16)
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LNEx📍 🏢 🏦 🏣 🏪 🏬 LNEx: Location Name Extractor
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Obsidian-JG-MethodA starter kit that follows how I use Obsidian to manage my goals, tasks, notes, and software development knowledge base.
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MetaLifelongLanguageRepository containing code for the paper "Meta-Learning with Sparse Experience Replay for Lifelong Language Learning".
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NbCLI and local web plain text note‑taking, bookmarking, and archiving with linking, tagging, filtering, search, Git versioning & syncing, Pandoc conversion, + more, in a single portable script.
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sociallinkAlignments between knowledge bases and social media
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graalGraal is a Java toolkit for querying knowledge bases within the framework of existential rules, aka Datalog+/-. See Graal's homepage:
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UrlextractorInformation gathering & website reconnaissance | https://phishstats.info/
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Recurrent Interaction Network EMNLP2020Here is the code for the paper ``Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations'' accepted by EMNLP2020.
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Ccks2019 elCCKS 2019 中文短文本实体链指比赛技术创新奖解决方案
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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).
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spacy-clausieImplementation of the ClausIE information extraction system for python+spacy
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osmosmemoTurn GitHub into a bookmark manager
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evildorkEvildork targeting your fiancee👁️
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typedb-loaderTypeDB Loader - Data Migration Tool for TypeDB
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QA4IEOriginal implementation of QA4IE
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GraphbrainLanguage, Knowledge, Cognition
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PCNNA neural architecture for relation extraction task implemented in Tensorflow.
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peppermintAn open source ticket management & help desk solution. A freshdesk alternative
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comb dist direct relexCombining Distant and Direct Supervision for Neural Relation Extraction
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tilPersonal Wiki of Interesting things I learn every day at the intersection of software, life & stuff aka my second brain 🧠️
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OpennreAn Open-Source Package for Neural Relation Extraction (NRE)
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simple NERsimple rule based named entity recognition
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