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models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

moss

An open-source tool-augmented conversational language model from Fudan University

mrc-ce-bert-

Code for the paper "Large-scale Fine-grained Concept Extraction Based on Machine Reading Comprehension for Knowledge Graph Completion"

mrf-modeling-

Data and models for Misinfo Reaction Frames paper.

mt-dnn--multitasklearning

Multi-Task Deep Neural Networks for Natural Language Understanding

multimodal-infomax

This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at EMNLP 2021.

neuralkg

An Open Source Library for Diverse Representation Learning of Knowledge Graphs

newsint--initframework-

newstart

nlp-intent_slot

对深度学习中的NLP进行解释和代码使用

nlp-journey

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

nlp_ability-

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

nlp_sentence-similarity

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

opencv

Open Source Computer Vision Library

opencv2-python-tutorials

This repo contains tutorials on OpenCV-Python library using new cv2 interface

opencvtutorials

OpenCV-Python4.1 中文文档

openea-

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

openie6

OpenIE6 system

paddlenlp

👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.

pke-toolkit

Python Keyphrase Extraction module

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

prompt-ner-chinese-

Apply prompt learning in Chinese NER tasks

sifrank_zh

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）

spo_extract_platform

本项目作为知识图谱构建环节中的三元组抽取的一次尝试，模型采用Pipeline形式。注意，本项目的三元组抽取为开放领域！

supcontrast_cv-contrastive

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

tingshua-80-opennre

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

transformer-word-segmenter

Sequence labeling base on universal transformer (Transformer encoder) and CRF; 基于Universal Transformer + CRF 的中文分词和词性标注

uie_pytorch

PaddleNLP UIE模型的PyTorch版实现

up-mpf-promptlearning

ACM MM '22: Unified Multi-modal Pre-training for Few-shot Sentiment Analysis with Prompt-based Learning