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Back to sefeoglu/rag4re

Open-source alternatives to RAG4RE

29 open-source projects similar to sefeoglu/rag4re, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best RAG4RE alternative.

  • oceanntwt/era-cotOceannTwT avatar

    OceannTwT/era-cot

    65View on GitHub↗

    This is the codebase of the paper: ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.

    Python
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  • qingwang-isu/augureqingwang-isu avatar

    qingwang-isu/AugURE

    7View on GitHub↗

    https://aclanthology.org/2023.emnlp-main.745.pdf

    Python
    View on GitHub↗7
  • osu-nlp-group/qa4reOSU-NLP-Group avatar

    OSU-NLP-Group/QA4RE

    40View on GitHub↗

    Data and code for ACL 2023 Findings: Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors.

    Python
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  • zjunlp/deepkezjunlp avatar

    zjunlp/DeepKE

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    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
  • microsoft/biogptmicrosoft avatar

    microsoft/BioGPT

    4,486View on GitHub↗

    BioGPT is a biomedical large language model and domain-specific transformer designed for processing and creating specialized medical text. It functions as a generative tool and knowledge extraction engine trained on large-scale scientific literature to produce human-like scientific prose and factual responses to queries. The project provides specialized capabilities for biomedical named entity recognition and the extraction of complex relations from unstructured medical corpora. It is designed to identify and classify biological entities through data mining and relation extraction to support

    Python
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  • declare-lab/relationpromptD

    declare-lab/RelationPrompt

    0View on GitHub↗

    The codes and dataset will be released soon!

    View on GitHub↗0
  • ding-papa/evaluating-filtering-coling24Ding-Papa avatar

    Ding-Papa/Evaluating-filtering-coling24

    7View on GitHub↗

    Code and prompt templates for evaluation-filtering Some data were not uploaded due to size restrictions, but you can find all the datasets covered in this paper by the references in the paper.

    Python
    View on GitHub↗7
  • emma1066/self-improve-zero-shot-nerEmma1066 avatar

    Emma1066/Self-Improve-Zero-Shot-NER

    53View on GitHub↗

    This is the github repository for the paper to be appeared at NAACL 2024 main conference: Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models.

    Python
    View on GitHub↗53
  • komeijiforce/metaieKomeijiForce avatar

    KomeijiForce/MetaIE

    30View on GitHub↗

    This is a meta-model distilled from ChatGPT-3.5-turbo for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.

    Python
    View on GitHub↗30
  • lbnlp/nerre-llamalbnlp avatar

    lbnlp/nerre-llama

    64View on GitHub↗

    If you are just looking to download the LoRA weights directly, use this url: https://figshare.com/ndownloader/files/43044994 and view the data entry on Figshare.

    Python
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  • lfoppiano/matsci-lumenlfoppiano avatar

    lfoppiano/MatSci-LumEn

    10View on GitHub↗

    Code, data, and results described in the paper "Mining experimental data from materials science literature with large language models: an evaluation study", https://www.tandfonline.com/doi/full/10.1080/27660400.2024.2356506

    Python
    View on GitHub↗10
  • mayubo2333/llm-iemayubo2333 avatar

    mayubo2333/LLM-IE

    47View on GitHub↗

    This is the implementation of filter-then-rerank pipeline in Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!. EMNLP'2023 (Findings).

    Python
    View on GitHub↗47
  • allenai/beaconallenai avatar

    allenai/beacon

    14View on GitHub↗

    This repository contains code to run the inference and evaluation of NER as described in our NAACL 2024 paper: On-the-fly Definition Augmentation of LLMs for Biomedical NER

    Python
    View on GitHub↗14
  • pkuserc/relapkuserc avatar

    pkuserc/RELA

    18View on GitHub↗

    Sequence Generation with Label Augmentation for Relation Extraction. Bo Li, Dingyao Yu, Wei Ye, Jinglei Zhang, Shikun Zhang. AAAI2023 Oral Paper

    Python
    View on GitHub↗18
  • pluslabnlp/tempgenPlusLabNLP avatar

    PlusLabNLP/TempGen

    29View on GitHub↗

    Source code for the EMNLP' 21 paper Document-level Entity-based Extraction as Template Generation.

    Python
    View on GitHub↗29
  • ridiculouz/llmaaaridiculouz avatar

    ridiculouz/LLMAAA

    45View on GitHub↗

    openai 0.27.4

    Python
    View on GitHub↗45
  • skyuforever/cre-llmSkyuForever avatar

    SkyuForever/CRE-LLM

    25View on GitHub↗

    CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model

    Python
    View on GitHub↗25
  • tangxuemei1995/chisiectangxuemei1995 avatar

    tangxuemei1995/CHisIEC

    22View on GitHub↗

    CHisIEC: An Information Extraction Corpus for Ancient Chinese History

    C++
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  • tonytan48/kd-docreT

    tonytan48/KD-DocRE

    0View on GitHub↗

    Implementation of Document-level Relation Extraction with Knowledge Distillation and Adaptive Focal Loss - Findings of ACL 2022 (https://aclanthology.org/2022.findings-acl.132)

    View on GitHub↗0
  • urchade/atgurchade avatar

    urchade/ATG

    62View on GitHub↗

    Official code for our paper "An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction" which will be published at AAAI 2024.

    Python
    View on GitHub↗62
  • wzhouad/atlopW

    wzhouad/ATLOP

    0View on GitHub↗

    Code for AAAI 2021 paper Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling.

    View on GitHub↗0
  • xingyaoww/code4structxingyaoww avatar

    xingyaoww/code4struct

    43View on GitHub↗

    Official repo for paper Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language.

    HTML
    View on GitHub↗43
  • yukinowan/gpt-reYukinoWan avatar

    YukinoWan/GPT-RE

    36View on GitHub↗

    This is the official repository for the paper "GPT-RE: In-context Learning for Relation Extraction using Large Language Models" (EMNLP 2023).

    Python
    View on GitHub↗36
  • zhaoyuesun/phee-with-chatgptZhaoyueSun avatar

    ZhaoyueSun/phee-with-chatgpt

    2View on GitHub↗

    Code for "Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study" (EACL 2024).

    Python
    View on GitHub↗2
  • oezyurty/replmO

    oezyurty/REPLM

    0View on GitHub↗

    The original implementation of the paper. You can cite the paper as below.

    View on GitHub↗0
  • babelscape/rebelbabelscape avatar

    babelscape/rebel

    566View on GitHub↗

    mREBEL is here. We present two new datasets for multilingual Relation Extraction and an array of mREBEL versions. Go to Section.

    Python
    View on GitHub↗566
  • bigdante/autorebigdante avatar

    bigdante/AutoRE

    85View on GitHub↗

    Read this in English. 本仓库基于LLaMA-Factory代码,实现了基于大语言模型的文档级关系抽取系统AutoRE。使用的抽取范式为RHF(论文链接)。 目前基于Re-DocRED数据集进行实验,能够抽取文档级文本中的96个关系的三元组事实。

    Python
    View on GitHub↗85
  • chocowu/lasuieChocoWu avatar

    ChocoWu/LasUIE

    55View on GitHub↗

    Universal Information Extraction, codes for the NeurIPS-2022 paper: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model.

    Python
    View on GitHub↗55
  • 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