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wang-research-lab/deepstruct

0
View on GitHub↗
85 Stars·5 Forks·Python·Apache-2.0·7 Aufrufearxiv.org/pdf/2205.10475.pdf↗

Deepstruct

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

Features

  • Cross-Domain Learning - Pretraining language models for structure prediction.
  • Universal Information Extraction - Pretraining language models for structured prediction tasks.

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Häufig gestellte Fragen

Was macht wang-research-lab/deepstruct?

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

Was sind die Hauptfunktionen von wang-research-lab/deepstruct?

Die Hauptfunktionen von wang-research-lab/deepstruct sind: Cross-Domain Learning, Universal Information Extraction.

Welche Open-Source-Alternativen gibt es zu wang-research-lab/deepstruct?

Open-Source-Alternativen zu wang-research-lab/deepstruct sind unter anderem: beyonderxx/instructuie — This repo releases our implementation for the InstructUIE model. - It is built based on the pretrained Flan T5 model,… phevos75/diluie — The source code of paper DILUIE: Constructing Diverse Demonstrations of In-context Learning with Large Language Model… hitz-zentroa/gollie — G uideline f o llowing L arge L anguage Model for I nformation E xtraction. 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…

Open-Source-Alternativen zu Deepstruct

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  • phevos75/diluieAvatar von Phevos75

    Phevos75/DILUIE

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

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  • beyonderxx/instructuieAvatar von BeyonderXX

    BeyonderXX/InstructUIE

    396Auf GitHub ansehen↗

    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…

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  • hitz-zentroa/gollieAvatar von hitz-zentroa

    hitz-zentroa/GoLLIE

    441Auf GitHub ansehen↗

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

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  • bids-xu-lab/bioner-llamaAvatar von BIDS-Xu-Lab

    BIDS-Xu-Lab/BioNER-LLaMA

    11Auf GitHub ansehen↗

    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)…

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