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Relation Extraction Python Packages

Python packages with the GitHub topic relation-extraction. Sorted by relevance, with stars and monthly downloads.
modelscope
adaseq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

30K 454 45
jackboyla
glirel

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

10K 273 23
Spico197
pytorch-rex

🎮 A toolkit for Relation Extraction and more...

8K 24 3
Tongjilibo
bert4torch

An elegent pytorch implement of transformers

5K 1K 168
dpasse
extr

Named Entity Recognition (NER) and Relation Extraction (RE) library using Regular Expressions

5K 10 0
arnebinder
pytorch-ie

PyTorch-IE: State-of-the-art Information Extraction in PyTorch

4K 77 6
zjunlp
deepke

DeepKE is a knowledge extraction toolkit for knowledge graph construction supporting low-resource, document-level and multimodal scenarios for entity, relation and attribute extraction.

2K 4K 744
dpasse
extr-ds

Library to programmatically build labeled datasets for Named-Entity Recognition (NER) and Relation Extraction (RE) Machine Learning tasks

2K 8 1
rosette-api
rosette-api

Babel Street Analytics Client Library for Python

2K 38 37
asahi417
relbert

The official implementation of "Distilling Relation Embeddings from Pre-trained Language Models, EMNLP 2021 main conference", a high-quality relation embedding based on language models.

1K 47 5
SapienzaNLP
relik

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

1K 501 38
smilelight
lightnlp

基于Pytorch和torchtext的自然语言处理深度学习框架。

1K 835 209
thunlp
open-nre

An Open-Source Package for Neural Relation Extraction (NRE)

1K 4K 1K
aymara
aymara

Python bindings to the LIMA linguistic analyzer

839 119 20
osainz59
a2t

Ask2Transformers is a library for zero-shot classification based on Transformers.

767 152 13
cstsunfu
dlk

dlk: Deep Learning Kit

738 24 0
zjunlp
deltakg

A Library for Dynamically Editing PLMs-Based Knowledge Graph Embeddings.

688 734 76
nicolay-r
arekit

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML

640 65 3
dtai-kg
autorml

AutoRML: A framework for automatic RML mapping generation using semantic table annotations

547 8 0
jakelever
kindred

A Python biomedical relation extraction package that uses a supervised approach (i.e. needs training data).

528 157 31
fractalego
pynsett

A programmable relation extraction tool

426 31 3
DerwenAI
textgraphs

TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph

423 25 1
dtai-kg
torchic-tab-heuristic

TorchicTab-Heuristic: Semantic Table Annotation with Wikidata

406 8 0
decisionnerd
infoextract-cidoc

Heritage Information Extraction to Markdown, JSON-LD, and Property Graphs (OpenCypher)

351 1 1
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