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KeyphraseExtraction

Keyphrase Extraction Review

LMRank

LMRank: Utilizing Pre-Trained Language Models and Dependency Parsing for Keyphrase Extraction

SimCSE

SimCSE有监督与无监督实验复现

transformers-code

手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube

NLP-Prompt

基于prompt learning的NLP算法，涉及文本分类、信息抽取等

PromptRank

[ACL 2023] PromptRank: Unsupervised Keyphrase Extraction Using Prompt

SimCLS

Code for our paper "SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization", ACL 2021

sentemb

XSum

Topic-Aware Convolutional Neural Networks for Extreme Summarization

compare-mt

A tool for holistic analysis of language generations systems

SimCSE-Chinese-Pytorch

SimCSE在中文上的复现，有监督+无监督

Text_Matching

文本相似度计算／文本匹配

ChatGLM-6B

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

interview_internal_reference

2023年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

GPT2-NewsTitle

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

NLP-Interview-Notes

该仓库主要记录 NLP 算法工程师相关的面试题

mderank

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

extractive-summarization-with-global-information

AGRank

UCPhrase-exp

This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (KDD'21).

CKE-ZH

基于中心度的中文关键短语抽取工具

uke_ccrank

HyperMatch

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

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Self_Supervised_CWS

This project has included related source codes and datasets of our EMNLP2021 paper

SIFRank

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

Chinese-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！

Unsupervised_keyphrase_extraction_CoTagRank_ECIR_2022

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821