Zobrazeno 1 - 10
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pro vyhledávání: '"Yauney, Gregory"'
Autor:
Yauney, Gregory, Mimno, David
Evaluating the in-context learning classification performance of language models poses challenges due to small dataset sizes, extensive prompt-selection using the validation set, and intentionally difficult tasks that lead to near-random performance.
Externí odkaz:
http://arxiv.org/abs/2404.13020
Publikováno v:
Published in EMNLP 2023
Large language models achieve high performance on many but not all downstream tasks. The interaction between pretraining data and task data is commonly assumed to determine this variance: a task with data that is more similar to a model's pretraining
Externí odkaz:
http://arxiv.org/abs/2311.09006
Autor:
Longpre, Shayne, Yauney, Gregory, Reif, Emily, Lee, Katherine, Roberts, Adam, Zoph, Barret, Zhou, Denny, Wei, Jason, Robinson, Kevin, Mimno, David, Ippolito, Daphne
Pretraining is the preliminary and fundamental step in developing capable language models (LM). Despite this, pretraining data design is critically under-documented and often guided by empirically unsupported intuitions. To address this, we pretrain
Externí odkaz:
http://arxiv.org/abs/2305.13169
Autor:
Yauney, Gregory, Mimno, David
Publikováno v:
Published in EMNLP 2021
Much of the progress in contemporary NLP has come from learning representations, such as masked language model (MLM) contextual embeddings, that turn challenging problems into simple classification tasks. But how do we quantify and explain this effec
Externí odkaz:
http://arxiv.org/abs/2109.07458
Publikováno v:
Published in EMNLP 2020
Images can give us insights into the contextual meanings of words, but current image-text grounding approaches require detailed annotations. Such granular annotation is rare, expensive, and unavailable in most domain-specific contexts. In contrast, u
Externí odkaz:
http://arxiv.org/abs/2010.16363
Histopathology tissue samples are widely available in two states: paraffin-embedded unstained and non-paraffin-embedded stained whole slide RGB images (WSRI). Hematoxylin and eosin stain (H&E) is one of the principal stains in histology but suffers f
Externí odkaz:
http://arxiv.org/abs/1811.02642
Imaging fluorescent disease biomarkers in tissues and skin is a non-invasive method to screen for health conditions. We report an automated process that combines intraoral fluorescent porphyrin biomarker imaging, clinical examinations and machine lea
Externí odkaz:
http://arxiv.org/abs/1810.10664
Publikováno v:
In Acta Materialia March 2014 66:414-423
Spectroscopic readings of select subjects, Spectroscopic readings of select subjects in Fig. for red fluorescence wavelength approximation. Spectroscopic readings of plaque from Fig. 4a subject M1; (b) subject M2. Note multiple peaks in both subjects
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2aca280c7b92ef79516950666835a043
Spectroscopic readings of select subjects, Spectroscopic readings of select subjects in Fig. for red fluorescence wavelength approximation. A positive Delta denotes the reference device as having detected more plaque, while a negative Delta denotes t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4aed1dda791c40fcbe4453e65c27e54a