A repository outlining the use of LLMs to extract structured process parameters from research articles on ALD-deposited films, and uploading this data to the ORKG as an AI-ready database.

The source code for ACIIDS'24 paper: "CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction"

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

This is the github repository for the paper A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder (COLING2024)

AIL framework - Analysis Information Leak framework

Medical Concept Annotation Tool

Large suite of N-body simulations

[Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fine-grained geo-entities, such as streets, stops and routes, as well as standard named entity types (organization, date, number, etc).

A web parsing script to extract names, addresses, phone numbers, and emails from a given URL.

LLM(😽)

A comprehensive project utilizing computer vision, OCR, and generative AI for automating employee registration. It extracts and verifies key details from ID cards and face images, suitable for company registrations, government ID systems, and student databases.

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

基于LitServe框架的模型服务示例

A training and inference framework for open ner and re models! 信息抽取（实体抽取、关系抽取、事件抽取）模型的统一训练和推理框架，包含丰富的开源SOTA模型

Biomedical Term Annotator

ALexi, EXtracteur d'Information

Attention-based approach to NIL Entity Linking

Extensible API and framework to build your Retrieval Augmented Generation (RAG) and Information Extraction (IE) applications with LLMs