entity-linking

There are 175 repositories under entity-linking topic.

  • explosion/spaCy

    💫 Industrial-strength Natural Language Processing (NLP) in Python

    Language:Python32.5k5685.7k4.6k

  • didi/ChineseNLP

    Datasets, SOTA results of every fields of Chinese NLP

    Language:HTML1.8k5911268

  • heathersherry/Knowledge-Graph-Tutorials-and-Papers

    Insightful Tutorials and Papers about Knowledge Graphs

    938308121

  • dbpedia-spotlight/dbpedia-spotlight

    DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.

    Language:Scala758930196

  • inception-project/inception

    INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

    Language:Java652133.1k162

  • Babelscape/rebel

    REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).

    Language:Python54447773

  • SapienzaNLP/relik

    Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

    Language:Python45062931

  • zjukg/KG-MM-Survey

    Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

    4459021

  • AlexYangLi/ccks2019_el

    CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

    Language:Python41210880

  • erre-quadro/spikex

    SpikeX - SpaCy Pipes for Knowledge Extraction

    Language:Python39981028

  • izuna385/Entity-Linking-Recent-Trends

    Recent trends of Entity Linking, Disambiguation, and Representation.

    34621518

  • pen-ho/medical_knowledge_graph_app-master

    医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

    Language:JavaScript31931652

  • microsoft/vert-papers

    This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

    Language:Python278113694

  • opentapioca/opentapioca

    Entity linking system for Wikidata updated by your edits in real time

    Language:Python257114829

  • dice-group/gerbil

    GERBIL - General Entity annotatoR Benchmark

    Language:Java2292837258

  • sunyilgdx/NSP-BERT

    The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

    Language:Python2295640

  • amazon-science/ReFinED

    ReFinED is an efficient and accurate entity linking (EL) system.

    Language:Python220182744

  • SapienzaNLP/extend

    Entity Disambiguation as text extraction (ACL 2022)

    Language:Python18251113

  • andychisholm/nel

    Entity linking framework

    Language:Jupyter Notebook180142537

  • DerwenAI/strwythura

    Construct knowledge graphs from unstructured data sources, use graph algorithms for enhanced GraphRAG with a DSPy-based chat bot locally, and curate semantics for optimizing AI app outcomes within a specific domain.

    Language:Jupyter Notebook1717312

  • Lucaterre/spacyfishing

    A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata

    Language:Python1647186

  • zouzias/spark-lucenerdd

    Spark RDD with Lucene's query and entity linkage capabilities

    Language:Scala128116536
  • medtype

    svjan5/medtype

    MedType: Improving Medical Entity Linking with Semantic Type Prediction

    Language:Python11681311

  • SDM-TIB/falcon2.0

    Falcon 2.0 is a joint entity and relation linking tool over Wikidata.

    Language:Python11461121

  • kaisugi/entity-related-papers

    Named Entity Recognition, Entity Linking, and more

    113829

  • Wikidata/soweego

    Link Wikidata items to large catalogs

    Language:Python96629510

  • UB-Mannheim/spacyopentapioca

    A spaCy wrapper of OpenTapioca for named entity linking on Wikidata

    Language:Python94768

  • seukgcode/MELBench

    Multimodal entity linking (MEL) aims to utilize multimodal information to map mentions to corresponding entities defined in knowledge bases. We release three MEL datasets: Weibo-MEL, Wikidata-MEL and Richpedia-MEL, containing 25,602, 18,880 and 17,806 samples from social media, encyclopedia and multimodal knowledge graphs respectively. A MEL dataset construction approach is proposed, including five stages: multimodal information extraction, mention extraction, entity extraction, triple construction and dataset construction. Experiment results demonstrate the usability of the datasets and the distinguishability between baseline models.

    83464

  • UB-Mannheim/bbw

    Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

    Language:Python70538

  • jinzhuoran/CogIE

    CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

    Language:Python69365

  • nicola-decao/efficient-autoregressive-EL

    Pytorch implementation of Highly Parallel Autoregressive Entity Linking with Discriminative Correction

    Language:Python6721210

  • currylym/entity_linking

    实体链接demo

    Language:Python651214

  • Senzing/awesome

    Curated list of awesome software and resources for Senzing, The First Real-Time AI for Entity Resolution.

    Language:Python627162
  • extractacy

    jenojp/extractacy

    Spacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)

    Language:Python55259

  • cambridgeltl/cometa

    Corpus of Online Medical EnTities: the cometA corpus

    Language:Jupyter Notebook50756

  • Babelscape/multinerd

    Repository for the paper "MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)" (NAACL 2022).

    Language:Jupyter Notebook44316