Stars
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking (CTR/CVR prediction), Post Ranking, Relevance, LLM, Rei…
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video ta…
Data augmentation for NLP, presented at EMNLP 2019
Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
Text classifier for Hierarchical Attention Networks for Document Classification
SASRec: Self-Attentive Sequential Recommendation
EasyTransfer is designed to make the development of transfer learning in NLP applications easier.
BiLSTM-CNN-CRF architecture for sequence tagging
Tensorflow implementation of attention mechanism for text classification tasks.
🔥 Use pre-trained models in PyTorch to extract vector embeddings for any image
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
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
Various Algorithms for Short Text Mining
Versatile End-to-End Recommender System
Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"
CNN for Chinese Text Classification in Tensorflow