zhao1701 / extending-deep-ERLinks
This project focuses on DeepER, a deep learning framework for entity resolution (record deduplication). It examines how DeepER performs on benchmark datasets under a variety of conditions and also tests a number of extensions designed to improve DeepER's accuracy.
☆47Updated 7 years ago
Alternatives and similar repositories for extending-deep-ER
Users that are interested in extending-deep-ER are comparing it to the libraries listed below
Sorting:
- ☆193Updated last year
- ☆32Updated 4 years ago
- Code for the paper "Deep Entity Matching with Pre-trained Language Models"☆303Updated last year
- A comprehensive and scalable set of string tokenizers and similarity measures in Python☆142Updated last year
- Repository for performing Blocking using Deep Learning based on the paper "Deep Learning for Blocking in Entity Matching: A Design Space …☆32Updated 2 years ago
- PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolut…☆161Updated 3 years ago
- Self-Supervision for Named Entity Disambiguation at the Tail☆218Updated 3 years ago
- Code and data for Sato https://arxiv.org/abs/1911.06311.☆116Updated last year
- Fuzzy matching and more functionality for spaCy.☆259Updated last year
- Python package for performing Entity and Text Matching using Deep Learning.☆614Updated last year
- Entity resolution using zero labeled examples☆32Updated last year
- A spaCy wrapper for DBpedia Spotlight☆113Updated 2 years ago
- Sentence transformers models for SpaCy☆109Updated 2 years ago
- spaCy pipeline component for generating spaCy KnowledgeBase Alias Candidates for Entity Linking☆87Updated 3 years ago
- Entity Disambiguation as text extraction (ACL 2022)☆182Updated 3 years ago
- 📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible wi…☆63Updated 2 years ago
- PYthon Automated Term Extraction☆318Updated 2 years ago
- Google USE (Universal Sentence Encoder) for spaCy☆184Updated 2 years ago
- spaCy pipeline object for negating concepts in text☆282Updated 7 months ago
- A Flexible Deep Learning Approach to Fuzzy String Matching☆149Updated last year
- End-to-End Deep Entity Resolution☆33Updated 4 years ago
- Recon NER, Debug and correct annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality …☆105Updated last year
- A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently…☆108Updated last year
- Information extraction from English and German texts based on predicate logic☆140Updated 2 years ago
- Super Fast String Matching in Python☆371Updated 10 months ago
- Creating class-based TF-IDF matrices☆91Updated 3 years ago
- Few-shot Named Entity Recognition☆121Updated 3 years ago
- Python3 implementation of the Schwartz-Hearst algorithm for extracting abbreviation-definition pairs☆88Updated 2 years ago
- Running Prodigy for a team of annotators☆53Updated 5 years ago
- 📛 Fuzzy Name Matching with Machine Learning☆266Updated last year