1975 Open source projects that are alternatives of or similar to Knowledge Graphs

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家系统

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Paper reading list in natural language processing, including dialogue systems and text generation related topics.

Papers and Book to look at when starting NLP 📚

Conversational AI Reading Materials

Paper List for Style Transfer in Text

A list of recent papers about Graph Neural Network methods applied in NLP areas.

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Paper list of NLP for recommender systems

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

[ACL 2020] Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading

Notes on Deep Reinforcement Learning for Natural Language Processing papers

https://arxiv.org/abs/1707.00836

📑 Neural Search

⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.

KgCLUE: 大规模中文开源知识图谱问答

Python library for knowledge graph embedding and representation learning.

LanguageCrunch NLP server docker image

🚁 保险行业语料库，聊天机器人

ADAM - A Question Answering System. Inspired from IBM Watson

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

Reading list for knowledge-enhanced text generation, with a survey

Language, Knowledge, Cognition

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

Fielded Sequential Dependence Model (code and runs)

Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021

Text2Text: Cross-lingual natural language processing and generation toolkit

从模型训练到部署，实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。

pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

chatbot_ner: Named Entity Recognition for chatbots.

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

PyTorch implementation of the position-aware attention model for relation extraction

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

SMORe: Modularize Graph Embedding for Recommendation

提供强大的NLP能力, low-code实现chatbot

Awesome Search - this is all about the (e-commerce) search and its awesomeness

Distantly Supervised Relation Extraction

👑 spaCy building blocks and visualizers for Streamlit apps

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

中文 NLP 任务预处理工具包，准确、高效、零使用门槛

Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

基于Pytorch和torchtext的知识图谱深度学习框架。

北航大数据高精尖中心研究张日崇团队对问答系统的调研。包括知识图谱问答系统（KBQA）和文本问答系统（TextQA），每类系统分别对学术界和工业界进行调研。

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

A Large-Scale Few-Shot Relation Extraction Dataset

基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话

基于深度学习的开源中文关系抽取框架

An open source library for deep learning end-to-end dialog systems and chatbots.

A curated list of awesome knowledge graph tutorials, projects and communities.

Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.