Open-source alternatives to Tanl

The source code of paper DILUIE: Constructing Diverse Demonstrations of In-context Learning with Large Language Model for Unified Information Extraction

Source code repo for paper DeepStruct: Pretraining of Language Models for Structure Prediction, ACL 2022.

This is the code for ACL2021 paper A Unified Generative Framework for Aspect-Based Sentiment Analysis

DeepKE is a knowledge extraction toolkit and framework designed to transform unstructured text into structured knowledge graphs. It provides a pipeline for identifying and classifying named entities, semantic relations, and events, converting raw datasets into structured triples. The project utilizes large language models as tool callers through a standardized context protocol to drive automated data extraction processes. It supports schema-driven extraction across multiple domains and bilingual text, employing joint entity and relation extraction to identify components in a single structured