Information Extraction
zjunlp/AutoKG
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
🤖 Language Models
PythonMITupdated Jan 14, 2025
🏆 #1,203 overall#23 of 158 in Information Extraction
weizhepei /CasRel
[ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
$ git clone https://github.com/weizhepei/CasRel.gitStars
817
817
Forks
137
137
Language
Python
License
MIT
Created
Apr 4, 2020
6.5 years old
Last push
Sep 15, 2020
Categories
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Information Extraction
yongzhuo/Macadam
Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。
🏷️ Named Entity Recognition🗂️ Text Classification
PythonMITupdated Mar 24, 2023
Information Extraction
jackboyla/GLiREL
Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)
🧠 Natural Language Processing
Pythonno licenseupdated Mar 30, 2026
Information Extraction
sakuranew/BERT-AttributeExtraction
USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。
🧠 Natural Language Processing
Pythonno licenseupdated Apr 1, 2019
Information Extraction
PaddlePaddle/PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
💖 Sentiment Analysis❓ Question Answering🧠 Natural Language Processing
PythonApache-2.0updated May 23, 2026
Information Extraction
zjunlp/DeepKE
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
🏷️ Named Entity Recognition🧠 Natural Language Processing
PythonMITupdated Jul 13, 2026
Data from GitHub · snapshot Sep 24, 2026