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stefan-it/README.md

🤗

👋 Hi there

I'm currently working on the awesome Flair library and love contributing to 🤗 Transformers.

📰 Latest news

Latest news of new language models, PRs and many more!

  • 25.05.2023: New project: Historic Multilingual and Monolingual ELECTRA Models is released here.

  • 25.05.2023: Several ByT5 Historic Language Models are released under hmByT5 Preliminary and hmByT5 are released on the Hugging Face Model Hub. More information can be found in this repository.

  • 06.03.2023: Updated Ukrainian ELECTRA repository, see here.

  • 05.02.2023: New repository on experiments for XLM-V 🤗 Transformers Integeration, see here.

  • 03.02.2023: New repository for on-going evaluation of German T5 models on the GermEval 2014 NER task is up now! See here.

  • 28.01.2023: Start of new language models trained on the British Library corpus (model size ranges from 110M to 1B!), repository is here.

  • 23.01.2023: New German T5 models are released (trained on the the head and middle of GC4 corpus) and are available here.

  • 09.06.2022: Preprint of our upcoming HIPE-2022 Working Notes paper is now available here: hmBERT: Historical Multilingual Language Models for Named Entity Recognition.

  • 20.02.2022: Check out our new GermanT5 organization - expect new T5 models for German soon!

  • 14.12.2021: New badge: Member of Hugging Face Supporter org now 🎉

  • 13.12.2021: Release of Historic Language Model for Dutch (trained on Delpher corpus) - see repo here.

  • 06.12.2021: Release of smaller multilingual Historic Language Models (ranging from 2-8 layers) - see repo here.

  • 18.11.2021: Release of new multilingual and monolingual Historic Language Models - as preparation for upcoming CLEF-HIPE 2022 - see repo here.

  • 23.09.2021: Release of ConvBERTurk (cased and uncased) and ELECTRA (uncased) trained on Turkish part of mC4 corpus - see repo here.

  • 07.09.2021: Release of new larger German GPT-2 model - see model hub card here.

  • 17.08.2021: Release of new re-trained German GPT-2 model - see repo here.

  • 05.07.2021: Preprint of the ICDAR 2021 paper "Data Centric Domain Adaptation for Historical Text with OCR Errors" together with Luisa März, Nina Poerner, Benjamin Roth and Hinrich Schütze is out now!

  • 24.06.2021: Turkish Language Model Zoo repo got a new logo from Merve Noyan, please follow her! Additionally, a new Turkish ELECTRA model was released, that was trained on the Turkish part of multilingual C4 dataset. More details here.

  • 03.05.2021: GC4LM: A Colossal (Biased) language model for German was released. Repo with more details here.

  • 27.04.2021: Our paper "Data Centric Domain Adaptation for Historical Text with OCR Errors" was accepted at ICDAR 2021. More details soon!

  • 16.03.2021: Turkish model zoo is still growing! Public release of ConvBERTurk - see repo here.

  • 07.02.2021: Public release of German Europeana DistilBERT and ConvBERT models. Repo with more information is here.

  • 28.01.2021: Expect a new German Europeana ELECTRA Large model incl. a distilled German Europeana BERT model soon 🤗

  • 16.11.2020: Public release of French Europeana BERT and ELECTRA models - see repository here.

  • 16.11:2020: Public release of a German GPT-2 model (incl. fine-tuned model on Faust I and II). Repo with more information is available here.

  • 11.11.2020: Public release of Ukrainian ELECTRA model. Repo is now available here.

  • 11.11.2020: New workstation build (RTX 3090 and Ryzen 9 5900X) has completed! Expect a lot of new Flair/Transformers models in near future!

  • 02.11.2020: Public release of Italian XXL ELECTRA model. New repo for Italian BERT and ELECTRA models is now available here 🎉

  • 22.10.2020: Preprint of "German's Next Language Model" is now available here. Models are also available on the Hugging Face model hub 🎉

  • 22.10.2020: Our shared task paper Triple E - Effective Ensembling of Embeddings and Language Models for NER of Historical German together with Luisa März is released 🎉

  • 30.09.2020: "German's Next Language Model" together with Branden Chan and Timo Möller was accepted at COLING 2020! Expect new language models for German on the Hugging Face model hub soon 🤗

  • 23.09.2020: Flair in version 0.6.1 is out now!

  • 02.09.2020: Slow response time - I'm currently focussing on EACL 2021. Expect great new things 😎

  • 18.08.2020: French BERT model, trained on Historic newspapers from Europeana: find the model here and the corresponding repository here.

📃 Publications

📃 Preprints

💬 Contact

Please open an issue in the corresponding repository or tag me (@stefan-it) in issues/prs/commits on GitHub :)

Pinned

  1. Turkish BERT/DistilBERT, ELECTRA and ConvBERT models

    Python 401 39

  2. hmByT5 Public

    Upcoming Historic Multilingual and Monolingual ByT5 Models

    Python 4

  3. gc4lm Public

    GC4LM: A Colossal (Biased) language model for German

    14

  4. BERT and ELECTRA models trained on Europeana Newspapers

    Python 30 1

  5. Ukrainian ELECTRA model

    Python 9

  6. Experiments for XLM-V Transformers Integeration

    Python 6 1

703 contributions in the last year

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Contribution activity

May 2023

Created 1 repository

Created a pull request in flairNLP/flair that received 7 comments

Add support for MasakhaPOS Dataset

Hi, this PR adds support for the recently proposed MasakhaPOS Dataset. Details can be found in this tweet. The dataset is available in this repo: h…

+173 −0 7 comments
Reviewed 1 pull request in 1 repository
dbmdz/flusswerk 1 pull request
16 contributions in private repositories May 2 – May 22

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