Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

Official code of our work, Representation Learning for Resource-Constrained Keyphrase Generation.

Zero-shot-Learning-Keyphrase-Generator

EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)

This is the code implementation of the paper "Enhancing Keyphrase Extraction from Long Documents with Graph Embeddings" by Martinez-Cruz, Mahata et al.

Hyperbolic Graph Convolutional Networks in PyTorch.

Python Keyphrase Extraction module

[ACL 2023] PromptRank: Unsupervised Keyphrase Extraction Using Prompt

Code for "Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering" (ACM MM 2023) Will be available soon!

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具，仅占35M内存 www.jionlp.com

Deep Keyphrase Generation with Pre-trained Language Models

pke_zh, python keyphrase extraction for chinese(zh). 中文关键词或关键句提取工具，实现了KeyBert、PositionRank、TopicRank、TextRank等算法，开箱即用。

The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"

AdaptKeyBERT: keyword/keyphrase extraction with zero-shot and few-shot semi-supervised domain adaptation

Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a document-keyphrase matrix.

Code for NAACL 2022 paper "Hyperbolic Relevance Matching for Neural Keyphrase Extraction".

This is code for paper: MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction

无监督中文关键词抽取（Keyphrase Extraction），基于统计，基于图【LDA与PageRank（TextRank， TPR， Salience Rank， Single TPR等）】，基于嵌入【SIFRank等】，开箱即用！

use bert to apply word extraction

Python实现中文文本关键词抽取，分别用了TF-IDF、LDA、RNN、LSTM和LR-SGD两类共五种方法，全网最全没有之一。

Single-document unsupervised keyword extraction

Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

🌳从中文文本中自动提取关键词和摘要

Unsupervised approach to keyword extraction

Apply different methods to build extract the hot keyword from text.

中文关键词提取