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hitz-zentroa avatar

hitz-zentroa/GoLLIE

0
View on GitHub↗
441 stars·27 forks·Python·Apache-2.0·5 viewshitz-zentroa.github.io/GoLLIE↗

GoLLIE

G uideline f o llowing L arge L anguage Model for I nformation E xtraction

Features

  • Cross-Domain Learning - Annotation guidelines for zero-shot information extraction.
  • Universal Information Extraction - Annotation guideline-based zero-shot information extraction.

Star history

Star history chart for hitz-zentroa/gollieStar history chart for hitz-zentroa/gollie

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 GoLLIE

These projects share indexed features with GoLLIE. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • wang-research-lab/deepstructwang-research-lab avatar

    wang-research-lab/deepstruct

    85View on GitHub↗

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

    Python
    View on GitHub↗85
  • 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
  • phevos75/diluiePhevos75 avatar

    Phevos75/DILUIE

    9View on GitHub↗

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

    Python
    View on GitHub↗9
  • bids-xu-lab/bioner-llamaBIDS-Xu-Lab avatar

    BIDS-Xu-Lab/BioNER-LLaMA

    11View on GitHub↗

    This repository contains the code and resources accompanying the paper titled "Advancing Entity Recognition in Biomedicine via Instruction Tuning of Large Language Models." The paper explores the use of instruction-based learning paradigm to transform biomedical Named Entity Recognition (NER)…

    View on GitHub↗11
Compare all 15 related projects→

Frequently asked questions

What does hitz-zentroa/gollie do?

G uideline f o llowing L arge L anguage Model for I nformation E xtraction

What are the main features of hitz-zentroa/gollie?

The main features of hitz-zentroa/gollie are: Cross-Domain Learning, Universal Information Extraction.

Which projects share features with hitz-zentroa/gollie?

Projects with overlapping indexed features include: beyonderxx/instructuie — This repo releases our implementation for the InstructUIE model. - It is built based on the pretrained Flan T5 model,… wang-research-lab/deepstruct — Source code repo for paper DeepStruct: Pretraining of Language Models for Structure Prediction, ACL 2022. phevos75/diluie — The source code of paper DILUIE: Constructing Diverse Demonstrations of In-context Learning with Large Language Model… emseoyk/verifiner — Official code for ACL 2024 paper: VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large… cocacola-lab/chatie — Official repository of paper "Zero-Shot Information Extraction via Chatting with ChatGPT". Please star, watch, and… bids-xu-lab/bioner-llama — This repository contains the code and resources accompanying the paper titled "Advancing Entity Recognition in…