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43 search results found

Spacy ⭐ 28,628

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

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

Vert Papers ⭐ 245

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).

SpikeX - SpaCy Pipes for Knowledge Extraction

Ccks2019_el ⭐ 210

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

Nsp Bert ⭐ 194

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

Spacyfishing ⭐ 110

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

Falcon2.0 ⭐ 104

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

Link Wikidata items to large catalogs

MedType: Improving Medical Entity Linking with Semantic Type Prediction

Spacyopentapioca ⭐ 82

A spaCy wrapper of OpenTapioca for named entity linking on Wikidata

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

Semantic annotator "boosted by wiki": Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

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

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

Entity Disambiguation as text extraction (ACL 2022)

Extractacy ⭐ 41

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

Efficient Autoregressive El ⭐ 36

Pytorch implementation of Highly Parallel Autoregressive Entity Linking with Discriminative Correction

Entity_linking ⭐ 35

实体链接demo

Python Dandelion Eu ⭐ 35

A python client for connecting to all the services provided by https://dandelion.eu

Acl2020 Interactive Entity Linking ⭐ 32

[EMNLP 2021] MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations

Rare Disease Identification ⭐ 21

Rare disease identification from free-text clinical notes with ontologies and weak supervision

Character Identification ⭐ 20

Entity linking of personal mentions in multiparty dialogue.

Word2vec Wikification Py ⭐ 16

Disambiguation of wikipedia article name

Structured Gradient Tree Boosting

A small Python library for NLP Interchange Format (NIF) for NER(D) systems

Matching Tabular Data to Knowledge Graphs

Rich Context leaderboard competition, including the corpus and current SOTA for required tasks.

Entity linking evaluation and analysis tool

🌮 Table-based KB Completer

Vectorizing knowledge bases for entity linking

Knowledge_linking ⭐ 10

Linking the text to the IDs of entities from a knowledge graph. It not only produces the background knowledge of the directly mentioned entities in the text, but also the entities not mentioned in the text but closely linked to the content.

Semeval 2018 Task4 ⭐ 10

SemEval 2018 Task 4: Character Identification on Multiparty Dialogues

Entity_knowledge_in_bert ⭐ 10

This repository contains the code for the CONLL 2019 paper "Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking". The code is provided as a documentation for the paper and also for follow-up research.

pytorch model for cross-lingual entity linking.

Nifconverter ⭐ 9

Utility to translate NIF files across identifier schemes, such as DBpedia and Wikidata

Terminator ⭐ 8

Tool for Information extraction from Russian texts

This repository contains the source code for the Semantic Knowledge Extractor Tool (SKET). SKET is an unsupervised hybrid knowledge extraction system that combines a rule-based expert system with pre-trained machine learning models to extract cancer-related information from pathology reports.

Biomedical Term Annotator

Nlpworkbench ⭐ 6

NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools

Multilingual Entity Linking model by BELA model

Japanese Entity Linker.

Combining Linking Techniques ⭐ 5

Combining Linking Techniques (CLiT) is an entity linking combination and execution framework, allowing for the seamless integration of EL systems and result exploitation for the sake of system reusability, result reproducibility, analysis and continuous improvement. (We hate waste. Especially wasting time. So let's reuse instead!)

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