Efficient Methods for Natural Language Processing: A Survey von Treviso, Marcos, Lee, Ji-Ung, Ji, Tianchu, Aken, Betty van, Cao, Qingqing, Ciosici, Manuel R., Hassid, Michael, Heafield, Kenneth, Hooker, Sara, Raffel, Colin, Martins, Pedro H., Martins, André F. T., Forde, Jessica Zosa, Milder, Peter, Simpson, Edwin, Slonim, Noam, Dodge, Jesse, Strubell, Emma, Balasubramanian, Niranjan, Derczynski, Leon, Gurevych, Iryna, Schwartz, Roy

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Learning Contextualized Document Representations for Healthcare Answer Retrieval von Arnold, Sebastian, Betty van Aken, Grundmann, Paul, Gers, Felix A, Löser, Alexander

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How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations von Betty van Aken, Winter, Benjamin, Löser, Alexander, Gers, Felix A

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What Do You See in this Patient? Behavioral Testing of Clinical NLP Models von van Aken, Betty, Herrmann, Sebastian, Löser, Alexander

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VisBERT: Hidden-State Visualizations for Transformers von van Aken, Betty, Winter, Benjamin, Löser, Alexander, Gers, Felix A

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This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text von van Aken, Betty, Papaioannou, Jens-Michalis, Naik, Marcel G, Eleftheriadis, Georgios, Nejdl, Wolfgang, Gers, Felix A, Löser, Alexander

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Surveying (Dis)Parities and Concerns of Compute Hungry NLP Research von Lee, Ji-Ung, Puerto, Haritz, van Aken, Betty, Arase, Yuki, Forde, Jessica Zosa, Derczynski, Leon, Rücklé, Andreas, Gurevych, Iryna, Schwartz, Roy, Strubell, Emma, Dodge, Jesse

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Cross-Lingual Knowledge Transfer for Clinical Phenotyping von Papaioannou, Jens-Michalis, Grundmann, Paul, van Aken, Betty, Samaras, Athanasios, Kyparissidis, Ilias, Giannakoulas, George, Gers, Felix, Löser, Alexander

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What Do You See in this Patient? Behavioral Testing of Clinical NLP Models von Betty van Aken, Herrmann, Sebastian, Löser, Alexander

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Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration von van Aken, Betty, Papaioannou, Jens-Michalis, Mayrdorfer, Manuel, Budde, Klemens, Gers, Felix A, Löser, Alexander

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Challenges for Toxic Comment Classification: An In-Depth Error Analysis von van Aken, Betty, Risch, Julian, Krestel, Ralf, Löser, Alexander

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Efficient Methods for Natural Language Processing: A Survey von Treviso, Marcos, Lee, Ji-Ung, Ji, Tianchu, van Aken, Betty, Cao, Qingqing, Ciosici, Manuel R, Hassid, Michael, Heafield, Kenneth, Hooker, Sara, Raffel, Colin, Martins, Pedro H, Martins, André F. T, Forde, Jessica Zosa, Milder, Peter, Simpson, Edwin, Slonim, Noam, Dodge, Jesse, Strubell, Emma, Balasubramanian, Niranjan, Derczynski, Leon, Gurevych, Iryna, Schwartz, Roy

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Efficient and Equitable Natural Language Processing in the Age of Deep Learning (Dagstuhl Seminar 22232) von Dodge, Jesse, Gurevych, Iryna, Schwartz, Roy, Strubell, Emma, van Aken, Betty

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VisBERT: Hidden-State Visualizations for Transformers von Betty van Aken, Winter, Benjamin, Löser, Alexander, Gers, Felix A

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Surveying (Dis)Parities and Concerns of Compute Hungry NLP Research von Ji-Ung, Lee, Puerto, Haritz, Betty van Aken, Arase, Yuki, de, Jessica Zosa, Derczynski, Leon, Rücklé, Andreas, Gurevych, Iryna, Schwartz, Roy, Strubell, Emma, Dodge, Jesse

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This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text von Betty van Aken, Papaioannou, Jens-Michalis, Naik, Marcel G, Eleftheriadis, Georgios, Nejdl, Wolfgang, Gers, Felix A, Löser, Alexander

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Cross-Lingual Knowledge Transfer for Clinical Phenotyping von Papaioannou, Jens-Michalis, Grundmann, Paul, Betty van Aken, Samaras, Athanasios, Kyparissidis, Ilias, Giannakoulas, George, Gers, Felix, Löser, Alexander

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Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration von Betty van Aken, Papaioannou, Jens-Michalis, Mayrdorfer, Manuel, Budde, Klemens, Gers, Felix A, Löser, Alexander

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Challenges for Toxic Comment Classification: An In-Depth Error Analysis von Betty van Aken, Risch, Julian, Krestel, Ralf, Löser, Alexander

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Efficient Methods for Natural Language Processing: A Survey von Treviso, Marcos, Ji-Ung, Lee, Ji, Tianchu, Betty van Aken, Cao, Qingqing, Ciosici, Manuel R, Hassid, Michael, Heafield, Kenneth, Hooker, Sara, Raffel, Colin, Martins, Pedro H, Martins, André F T, de, Jessica Zosa, Milder, Peter, Simpson, Edwin, Slonim, Noam, Dodge, Jesse, Strubell, Emma, Balasubramanian, Niranjan, Derczynski, Leon, Gurevych, Iryna, Schwartz, Roy

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