qcri / DeepBlocker
Repository for performing Blocking using Deep Learning based on the paper "Deep Learning for Blocking in Entity Matching: A Design Space Exploration"
☆31Updated 2 years ago
Alternatives and similar repositories for DeepBlocker:
Users that are interested in DeepBlocker are comparing it to the libraries listed below
- Entity resolution using zero labeled examples☆28Updated 9 months ago
- The dataset for the paper "Machamp: A Generalized Entity Matching Benchmark" published in CIKM 2021☆19Updated 3 years ago
- Implementation of the paper "Deep Indexed Active Learning for Matching Heterogeneous Entity Representations"☆16Updated 3 years ago
- ☆16Updated 10 months ago
- Code for the paper "Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond…☆22Updated 2 years ago
- This project focuses on DeepER, a deep learning framework for entity resolution (record deduplication). It examines how DeepER performs o…☆46Updated 6 years ago
- To reproduce experiments of the paper "Entity Matching with Transformer Architectures"☆27Updated 5 years ago
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆57Updated 4 years ago
- ☆32Updated 3 years ago
- ☆9Updated last year
- ☆12Updated 2 weeks ago
- Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)☆141Updated 3 years ago
- Semantic Technologies for the AIDA project☆38Updated 4 years ago
- MTab: Entity Search and Table Annotation with Wikidata, Wikipedia, and DBpedia☆30Updated 2 years ago
- Resources for PVLDB 2023 submission☆25Updated 7 months ago
- the implementation of "Entity Resolution via Hierarchical Graph Attention Network"☆19Updated last year
- Break Wikidata dumps into smaller knowledge graphs☆42Updated 4 years ago
- The source code of the Sudowoodo paper in ICDE 2023☆15Updated last year
- An End-to-End Evaluation Framework for Entity Resolution Systems☆27Updated last year
- deep entity resolution lite version☆11Updated 5 years ago
- Matching Tabular Data to Knowledge Graphs☆18Updated last year
- Implementation of ExCut: Explainable Embedding-based Clustering over Knowledge Graphs☆10Updated 3 years ago
- Code and data for Sato https://arxiv.org/abs/1911.06311.☆112Updated last year
- PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolut…☆151Updated 2 years ago
- Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)☆32Updated 4 years ago
- Code to train open knowledge graph embeddings and to create a benchmark for open link prediction.☆25Updated last year
- "Inductive Entity Representations from Text via Link Prediction" @ The Web Conference 2021☆61Updated last year
- Continuous Benchmark of Filtering methods for Entity Resolution☆9Updated 9 months ago
- The code of our AAAI'20 paper "GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks"☆11Updated 4 years ago
- Tutorial and hands-on notebook on using the Knowledge Graph Toolkit (KGTK)☆79Updated 2 years ago