Search Results - Akbik, Alan

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  1. 1
    HunFlair: an easy-to-use tool for state-of-the-art biomedical named entity recognition

    HunFlair: an easy-to-use tool for state-of-the-art biomedical named entity recognition by Weber, Leon, Sänger, Mario, Münchmeyer, Jannes, Habibi, Maryam, Leser, Ulf, Akbik, Alan

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  2. 2
    HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools

    HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools by Sänger, Mario, Garda, Samuele, Wang, Xing David, Weber-Genzel, Leon, Droop, Pia, Fuchs, Benedikt, Akbik, Alan, Leser, Ulf

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  3. 3
    SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

    SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity by Aynetdinov, Ansar, Akbik, Alan

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  4. 4
    CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset

    CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset by Rücker, Susanna, Akbik, Alan

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  5. 5
    Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs

    Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs by Golde, Jonas, Haller, Patrick, Hamborg, Felix, Risch, Julian, Akbik, Alan

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  6. 6
    Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning

    Less is More: Parameter-Efficient Selection of Intermediate Tasks for Transfer Learning by Schulte, David, Hamborg, Felix, Akbik, Alan

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  7. 7
    NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition

    NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition by Merdjanovska, Elena, Aynetdinov, Ansar, Akbik, Alan

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  8. 8
    TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks

    TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks by Garbas, Lukas, Ploner, Max, Akbik, Alan

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  9. 9
    FLERT: Document-Level Features for Named Entity Recognition

    FLERT: Document-Level Features for Named Entity Recognition by Schweter, Stefan, Akbik, Alan

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  10. 10
    PECC: Problem Extraction and Coding Challenges

    PECC: Problem Extraction and Coding Challenges by Haller, Patrick, Golde, Jonas, Akbik, Alan

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  11. 11
    BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models

    BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models by Wiland, Jacek, Ploner, Max, Akbik, Alan

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  12. 12
    Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition

    Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition by Golde, Jonas, Hamborg, Felix, Akbik, Alan

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  13. 13
    HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools

    HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools by Sänger, Mario, Garda, Samuele, Wang, Xing David, Weber-Genzel, Leon, Droop, Pia, Fuchs, Benedikt, Akbik, Alan, Leser, Ulf

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  14. 14
    OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs

    OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs by Haller, Patrick, Aynetdinov, Ansar, Akbik, Alan

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  15. 15
    Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM

    Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM by Mews, Maximilian, Aynetdinov, Ansar, Schiller, Vivian, Eisert, Peter, Akbik, Alan

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  16. 16
    LM-PUB-QUIZ: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models

    LM-PUB-QUIZ: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models by Ploner, Max, Wiland, Jacek, Pohl, Sebastian, Akbik, Alan

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  17. 17
    Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning

    Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning by Ziletti, Angelo, Akbik, Alan, Berns, Christoph, Herold, Thomas, Legler, Marion, Viell, Martina

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  18. 18
    Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions

    Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions by Dallabetta, Max, Dobberstein, Conrad, Breiding, Adrian, Akbik, Alan

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  19. 19
    Syntax-Aware Language Modeling with Recurrent Neural Networks

    Syntax-Aware Language Modeling with Recurrent Neural Networks by Blythe, Duncan, Akbik, Alan, Vollgraf, Roland

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  20. 20
    HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition

    HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition by Weber, Leon, Sänger, Mario, Münchmeyer, Jannes, Habibi, Maryam, Leser, Ulf, Akbik, Alan

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