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

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

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

Vietnamese question answering system with BERT

Accelerated deep learning R&D

Reference Implementation for WSDM 2018 Paper "Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering"

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

Word Embeddings for Information Retrieval

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

Русскоязычный чатбот

Flexible classic and NeurAl Retrieval Toolkit

FAQ-based Question Answering System

Important paper implementations for Question Answering using PyTorch

GraphVite: A General and High-performance Graph Embedding System

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

2019语言与智能技术竞赛-基于知识图谱的主动聊天

Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names

Python implementation of TextRank for phrase extraction and summarization of text documents

瑞金医院MMC人工智能辅助构建知识图谱大赛-baseline

Resources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"

🚁 保险行业语料库，聊天机器人

Semantic annotator: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup

Meandering In Networks of Entities to Reach Verisimilar Answers

Distantly Supervised Relation Extraction

A curated list of network embedding techniques.

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

Indirect Supervision for Relation Extraction Using Question-Answer Pairs (WSDM'18)

Financial Domain Question Answering with pre-trained BERT Language Model

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.

Code for WWW2019 paper "A Hierarchical Attention Retrieval Model for Healthcare Question Answering"

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

Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval

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

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.

No description or website provided.

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

KgCLUE: 大规模中文开源知识图谱问答

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

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。

Language, Knowledge, Cognition

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

ADAM - A Question Answering System. Inspired from IBM Watson

An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly based on IMU data.

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

👑 spaCy building blocks and visualizers for Streamlit apps

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

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

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

A Large-Scale Few-Shot Relation Extraction Dataset

A Vietnamese natural language processing toolkit (NAACL 2018)

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

Semantic Entity Retrieval Toolkit

A curated list of NLP resources for Hungarian

As far as we know, CONVEX is the first unsupervised method for conversational question answering over knowledge graphs. A demo and our benchmark (and more) can be found at

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.

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

基于深度学习的开源中文关系抽取框架