Popular GitHub Repositories for Schema Linking

? Industrial-strength Natural Language Processing (NLP) in Python

Datasets, SOTA results of every fields of Chinese NLP

Run AI models locally on your machine with node.js bindings for llama.cpp. Enforce a JSON schema on the model output on the generation level

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

Insightful Tutorials and Papers about Knowledge Graphs

Hybrid Schema-Guided Reasoning (SGR) has agentic system design created by neuraldeep community

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

Schema-Guided Reasoning (SGR) is a technique that guides large language models (LLMs) to produce structured, clear, and predictable outputs by enforcing reasoning through predefined steps. By creating a specific schema (or structured template), you explicitly define:

This repository contains the implementation of AutoSchemaKG, a novel framework for automatic knowledge graph construction that combines schema generation via conceptualization.

REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

A tool for generating function arguments and choosing what function to call with local LLMs

System for Medical Concept Extraction and Linking

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

Ravyn combines performance, type safety, and elegance. A next-generation async Python framework for APIs, microservices, and web applications.

Recent trends of Entity Linking, Disambiguation, and Representation.

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。

Laravel code generation, perfected

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).