Code for the paper "Deep Entity Matching with Pre-trained Language Models"
☆304Apr 17, 2024Updated last year
Alternatives and similar repositories for ditto
Users that are interested in ditto are comparing it to the libraries listed below
Sorting:
- Python package for performing Entity and Text Matching using Deep Learning.☆614Jun 18, 2024Updated last year
- Entity resolution using zero labeled examples☆32Jun 29, 2024Updated last year
- Repository for performing Blocking using Deep Learning based on the paper "Deep Learning for Blocking in Entity Matching: A Design Space …☆32Apr 5, 2023Updated 2 years ago
- ☆192May 29, 2024Updated last year
- This project focuses on DeepER, a deep learning framework for entity resolution (record deduplication). It examines how DeepER performs o…☆47May 11, 2018Updated 7 years ago
- Implementation of the paper "Deep Indexed Active Learning for Matching Heterogeneous Entity Representations"☆17Dec 20, 2021Updated 4 years ago
- ☆18Jun 17, 2024Updated last year
- To reproduce experiments of the paper "Entity Matching with Transformer Architectures"☆27Nov 4, 2019Updated 6 years ago
- Code for the paper "Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond…☆23May 31, 2022Updated 3 years ago
- This repository contains the code and data download links to reproduce building the WDC Products Benchmark.☆14Jul 13, 2023Updated 2 years ago
- PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolut…☆161Nov 18, 2022Updated 3 years ago
- The dataset for the paper "Machamp: A Generalized Entity Matching Benchmark" published in CIKM 2021☆21Oct 18, 2021Updated 4 years ago
- An open source, high scalability toolkit in Java for Entity Resolution.☆222Jul 12, 2025Updated 7 months ago
- ☆32Apr 15, 2023Updated 2 years ago
- SparkER: an Entity Resolution framework for Apache Spark☆65Mar 29, 2024Updated last year
- This repository contains the code to reproduce the experiments of the poster "Supervised Contrastive Learning for Product Matching"☆38Feb 11, 2022Updated 4 years ago
- Resources for PVLDB 2023 submission☆24Aug 28, 2024Updated last year
- ☆32Sep 3, 2021Updated 4 years ago
- Code for the paper "CollaborEM: A Self-supervised Entity Matching Framework Using Multi-features Collaboration". TKDE 2021.☆41Jul 12, 2022Updated 3 years ago
- This repository contains code and extensive prompt examples to reproduce and extend the experiments in our papers "Using ChatGPT for Enti…☆65Oct 18, 2024Updated last year
- A Flexible Deep Learning Approach to Fuzzy String Matching☆150Oct 16, 2024Updated last year
- ☆18Feb 12, 2026Updated 2 weeks ago
- Code for the paper "PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching". VLDB 2023.☆28Sep 21, 2022Updated 3 years ago
- ☆13Feb 25, 2022Updated 4 years ago
- Continuous Benchmark of Filtering methods for Entity Resolution☆11Jul 20, 2025Updated 7 months ago
- ⚡️ AllenNLP plugin for adding subcommands to use Optuna, making hyperparameter optimization easy☆32Nov 23, 2021Updated 4 years ago
- Knowledge graph based information retrieval☆14Dec 26, 2018Updated 7 years ago
- The source code of the Sudowoodo paper in ICDE 2023☆18May 24, 2023Updated 2 years ago
- Foundation Models for Data Tasks☆110May 15, 2023Updated 2 years ago
- An End-to-End Evaluation Framework for Entity Resolution Systems☆36Dec 3, 2023Updated 2 years ago
- End-to-End Deep Entity Resolution☆33Jul 14, 2021Updated 4 years ago
- Recent trends of Entity Linking, Disambiguation, and Representation.☆346Jun 26, 2021Updated 4 years ago
- Snippext: Semi-supervised Opinion Mining with Augmented Data☆57Jun 12, 2023Updated 2 years ago
- An open-source library that leverages Python’s data science ecosystem to build powerful end-to-end Entity Resolution workflows.☆89Nov 3, 2025Updated 4 months ago
- JedAI-WebApp is a GUI that facilitates the execution of JedAI. JedAI is an open source, high scalability toolkit that offers out-of-the-b…☆25Apr 14, 2023Updated 2 years ago
- Annotating Columns with Pre-trained Language Models☆34Jun 10, 2022Updated 3 years ago
- Self-Supervision for Named Entity Disambiguation at the Tail☆218Jun 14, 2022Updated 3 years ago
- A powerful and modular toolkit for record linkage and duplicate detection in Python☆1,046Feb 21, 2024Updated 2 years ago
- Code and data for "TURL: Table Understanding through Representation Learning"☆135Nov 23, 2025Updated 3 months ago