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Back to siyuyuan/get

Open-source alternatives to Siyuyuan GET

30 open-source projects similar to siyuyuan/get, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best Siyuyuan GET alternative.

  • zalandoresearch/flairzalandoresearch avatar

    zalandoresearch/flair

    14,378View on GitHub↗

    Flair is a natural language processing framework for training and applying models for sequence labeling and text classification. It provides a system for generating word embeddings and identifying semantic entities within text. The framework includes a dedicated system for zero and few-shot learning, enabling text classification and entity extraction using minimal training examples by leveraging pre-trained knowledge. Its capabilities cover named entity recognition, sentiment analysis, and the training of specialized models using custom datasets. It also includes tooling for the visual highl

    Python
    View on GitHub↗14,378
  • flairnlp/flairflairNLP avatar

    flairNLP/flair

    14,378View on GitHub↗

    Flair is a transformer-based natural language processing framework used to build and train models for text classification and sequence tagging. It provides a specialized library for generating contextual text embeddings and performing linguistic analysis. The framework includes dedicated tools for named entity recognition, including the identification of specialized biomedical entities across multiple languages. It further supports entity linking to map identified text mentions to unique entries within general or biomedical knowledge bases. The project covers a broad range of language analys

    Python
    View on GitHub↗14,378
  • llmware-ai/llmwarellmware-ai avatar

    llmware-ai/llmware

    14,838View on GitHub↗

    llmware is a Python framework for AI agent orchestration and model management, designed to coordinate multi-model workflows and autonomous agents. It provides a unified model catalog and standardized interface to execute specialized language models for complex research, analysis, and structured data generation. The project distinguishes itself through its heavy emphasis on local execution and quantized inference, allowing models to run on private infrastructure using CPU, GPU, and NPU acceleration via runtimes like ONNX and OpenVino. It features a specialized ability to translate natural lang

    Python
    View on GitHub↗14,838

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  • chen700564/metaner-iclchen700564 avatar

    chen700564/metaner-icl

    40View on GitHub↗

    An implementation for ACL 2023 paper Learning In-context Learning for Named Entity Recognition

    Python
    View on GitHub↗40
  • compnet/conivelCompNet avatar

    CompNet/conivel

    7View on GitHub↗

    Dependencies are managed using Poetry. Use poetry install to install dependencies. You can then use poetry shell to obtain a shell with the created virtual environment activated.

    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
  • emseoyk/verifineremseoyk avatar

    emseoyk/VerifiNER

    13View on GitHub↗

    Official code for ACL 2024 paper: VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models.

    Python
    View on GitHub↗13
  • eulring/vanerEulring avatar

    Eulring/VANER

    5View on GitHub↗

    unikg

    Python
    View on GitHub↗5
  • fanshu6hao/double-checkerfanshu6hao avatar

    fanshu6hao/Double-Checker

    7View on GitHub↗

    The code for EMNLP24 paper "Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition"

    Python
    View on GitHub↗7
  • hltcoe/golden-horseH

    hltcoe/golden-horse

    0View on GitHub↗
    View on GitHub↗0
  • jiangguochaogg/p-icljiangguochaoGG avatar

    jiangguochaoGG/P-ICL

    7View on GitHub↗

    Please save your dataset in data folder. Note that CoNLL2003 and WNUT2017 are open-source datasets, ACE2004 and ACE2005 are not free. We keep our CoNLL2003 and WNUT2017 train and test JSON files in data folder.

    Python
    View on GitHub↗7
  • jinyuanli0012/pgimJinYuanLi0012 avatar

    JinYuanLi0012/PGIM

    33View on GitHub↗

    Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge

    Python
    View on GitHub↗33
  • jinyuanli0012/rivegJinYuanLi0012 avatar

    JinYuanLi0012/RiVEG

    41View on GitHub↗

    LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition

    Python
    View on GitHub↗41
  • 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
    View on GitHub↗64
  • lemonhu/ner-bert-pytorchL

    lemonhu/NER-BERT-pytorch

    0View on GitHub↗
    View on GitHub↗0
  • 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
  • ljynlp/w2nerljynlp avatar

    ljynlp/w2ner

    555View on GitHub↗

    Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification

    Python
    View on GitHub↗555
  • 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
  • nealcly/templatenerN

    Nealcly/templateNER

    0View on GitHub↗

    Source Code For Template-Based Named Entity Recognition Using BART

    View on GitHub↗0
  • nicpopovic/embernicpopovic avatar

    nicpopovic/EMBER

    0View on GitHub↗
    Python
    View on GitHub↗0
  • 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
  • shangjingbo1226/autonershangjingbo1226 avatar

    shangjingbo1226/AutoNER

    484View on GitHub↗

    Check Our New NER Toolkit🚀🚀🚀 - Inference: - LightNER: inference w. models pre-trained / trained w. any following tools, efficiently. - Training: - LD-Net: train NER models w. efficient contextualized representations. - VanillaNER: train vanilla NER models w. pre-trained embedding. - Distant…

    ChucK
    View on GitHub↗484
  • shannonai/knn-nerShannonAI avatar

    ShannonAI/KNN-NER

    54View on GitHub↗

    The repository contains the code of the recent research KNN-NER.

    Python
    View on GitHub↗54
  • shuhewang1998/gpt-nerS

    ShuheWang1998/GPT-NER

    0View on GitHub↗

    This repo contains code for the paper GPT-NER: Named Entity Recognition via Large LanguageModels. ``latex @article{wang2023gpt, title={GPT-NER: Named Entity Recognition via Large Language Models}, author={Wang, Shuhe and Sun, Xiaofei and Li, Xiaoya and Ouyang, Rongbin and Wu, Fei and Zhang,…

    View on GitHub↗0
  • stefanheng/proggenStefanHeng avatar

    StefanHeng/ProgGen

    17View on GitHub↗

    This repo contains the code and datasets for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models".

    Python
    View on GitHub↗17
  • tangxuemei1995/chisiectangxuemei1995 avatar

    tangxuemei1995/CHisIEC

    22View on GitHub↗

    CHisIEC: An Information Extraction Corpus for Ancient Chinese History

    C++
    View on GitHub↗22
  • tomatotang/bilstm-crfT

    TomatoTang/BILSTM-CRF

    0View on GitHub↗
    View on GitHub↗0
  • toneli/rt-retrieving-and-thinkingToneLi avatar

    ToneLi/RT-Retrieving-and-Thinking

    11View on GitHub↗

    This is the source code of the model RT (Retrieving and Thinking). For the full project, please check the file RTBC5CDR/3RT and RTNCBI/3RT, the implementation of GPT-NER and PromptNER is in the BC5CDR.zip and NCBI.zip. we refer to the source of code of GPT-NER and paper of GPT-NER in our project…

    Python
    View on GitHub↗11