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Back to amazon-science/tanl

Open-source alternatives to Tanl

9 open-source projects similar to amazon-science/tanl, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best Tanl alternative.

  • 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
  • epfl-dlab/genieepfl-dlab avatar

    epfl-dlab/GenIE

    104View on GitHub↗

    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. ``…

    Python
    View on GitHub↗104
  • hitz-zentroa/golliehitz-zentroa avatar

    hitz-zentroa/GoLLIE

    441View on GitHub↗

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

    Python
    View on GitHub↗441

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  • 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
  • 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
  • yhcc/bartabsayhcc avatar

    yhcc/BARTABSA

    145View on GitHub↗

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

    Python
    View on GitHub↗145
  • zjunlp/deepkezjunlp avatar

    zjunlp/DeepKE

    4,433View on GitHub↗

    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

    Python
    View on GitHub↗4,433