Starred repositories
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…
Efficient Retrieval Augmentation and Generation Framework
Deep learning algorithms source code for beginners
TrustRAG:The RAG Framework within Reliable input,Trusted output
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包,支持亿级数据文搜文、文搜图、图搜图,python3开发,开箱即用。
Implemention some Baseline Model upon Bert for Text Classification
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等,数据集为LCQMC官方数据
Keras implementation of the Yahoo Open-NSFW model
[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".
Pytorch-Named-Entity-Recognition-with-transformers
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross Domain Text-to-SQL Task
从langchain-ChatGLM基础上修改的一个可以加载TigerBot模型的基于本地知识库的问答应用,目标期望建立一套对中文场景与开源模型支持友好、可离线运行的知识库问答解决方案。
An LLM-based tool to chat with your documents and databases, including a management system | 面向企业内部环境的大模型(LLM)知识库问答系统,包含后台管理系统
Logical structure analysis for visually structured documents
PyTorch implementation of paper "Mining Entity Synonyms with Efficient Neural Set Generation" in AAAI 2019