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epfl-dlab avatar

epfl-dlab/GenIE

0
View on GitHub↗
104 stars·10 forks·Python·MIT·10 views

GenIE

This repository contains a PyTorch implementation of the autoregressive information extraction system GenIE proposed in the paper GenIE: Generative Information Extraction. We extend these ideas in our follow-up work on SynthIE, visit this link for details. ``…

Features

  • Universal Information Extraction - Generative framework for universal information extraction.

Star history

Star history chart for epfl-dlab/genieStar history chart for epfl-dlab/genie

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with GenIE

These projects share indexed features with GenIE. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • artpli/codeieartpli avatar

    artpli/CodeIE

    41View on GitHub↗

    This is the official repository for "CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors" (ACL 2023).

    Python
    View on GitHub↗41
  • beyonderxx/instructuieBeyonderXX avatar

    BeyonderXX/InstructUIE

    396View on GitHub↗

    This repo releases our implementation for the InstructUIE model. - It is built based on the pretrained Flan T5 model, and finetuned on our data (IE INSTRUCTIONS). - If you are looking for NER datasets or models, you may also refer to our recent work: B2NER. It provides a standardized and…

    Python
    View on GitHub↗396
  • cocacola-lab/chatiecocacola-lab avatar

    cocacola-lab/ChatIE

    826View on GitHub↗

    Official repository of paper "Zero-Shot Information Extraction via Chatting with ChatGPT". Please star, watch, and fork our repo for the active updates!

    Python
    View on GitHub↗826
  • amazon-science/tanlamazon-science avatar

    amazon-science/tanl

    136View on GitHub↗

    Code for the paper "Structured Prediction as Translation between Augmented Natural Languages" (ICLR 2021) and fine-tuned multi-task model.

    Python
    View on GitHub↗136
Compare all 9 related projects→

Frequently asked questions

What does epfl-dlab/genie do?

This repository contains a PyTorch implementation of the autoregressive information extraction system GenIE proposed in the paper GenIE: Generative Information Extraction. We extend these ideas in our follow-up work on SynthIE, visit this link for details. ``…

What are the main features of epfl-dlab/genie?

The main features of epfl-dlab/genie are: Universal Information Extraction.

Which projects share features with epfl-dlab/genie?

Projects with overlapping indexed features include: amazon-science/tanl — Code for the paper "Structured Prediction as Translation between Augmented Natural Languages" (ICLR 2021) and… artpli/codeie — This is the official repository for "CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors"… beyonderxx/instructuie — This repo releases our implementation for the InstructUIE model. - It is built based on the pretrained Flan T5 model,… cocacola-lab/chatie — Official repository of paper "Zero-Shot Information Extraction via Chatting with ChatGPT". Please star, watch, and… hitz-zentroa/gollie — G uideline f o llowing L arge L anguage Model for I nformation E xtraction. phevos75/diluie — The source code of paper DILUIE: Constructing Diverse Demonstrations of In-context Learning with Large Language Model…