Zobrazeno 1 - 10
of 52
pro vyhledávání: '"N. Dauphin"'
Autor:
Charvi Rastogi, Ivan Stelmakh, Alina Beygelzimer, Yann N Dauphin, Percy Liang, Jennifer Wortman Vaughan, Zhenyu Xue, Hal Daumé Iii, Emma Pierson, Nihar B Shah
Publikováno v:
PLoS ONE, Vol 19, Iss 4, p e0300710 (2024)
How do author perceptions match up to the outcomes of the peer-review process and perceptions of others? In a top-tier computer science conference (NeurIPS 2021) with more than 23,000 submitting authors and 9,000 submitted papers, we surveyed the aut
Externí odkaz:
https://doaj.org/article/71cb7dcdf65a420d86a4fd1696eb9441
Akademický článek
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Publikováno v:
Computer Vision – ECCV 2020 ISBN: 9783030585259
ECCV (29)
ECCV (29)
Memorization in over-parameterized neural networks could severely hurt generalization in the presence of mislabeled examples. However, mislabeled examples are hard to avoid in extremely large datasets collected with weak supervision. We address this
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0ac097ee890f1a2c7683226569929ac6
https://doi.org/10.1007/978-3-030-58526-6_33
https://doi.org/10.1007/978-3-030-58526-6_33
Publikováno v:
ACL (1)
Writers often rely on plans or sketches to write long stories, but most current language models generate word by word from left to right. We explore coarse-to-fine models for creating narrative texts of several hundred words, and introduce new models
Publikováno v:
EMNLP/IJCNLP (1)
Previous work on neural noisy channel modeling relied on latent variable models that incrementally process the source and target sentence. This makes decoding decisions based on partial source prefixes even though the full source is available. We pur
Autor:
N. D’ostrevy, C. Lambert, N. Dauphin, Guillaume Clerfond, A. Sawadogo, V. Eljezi, L. Camilleri, E. Geoffroy
Publikováno v:
Archives of Cardiovascular Diseases Supplements. 12:179
Introduction Bicuspid aortic root pathology is accompanied by valve leaflet abnormality that requires repair during valve sparing root replacement (VSRR). Valve stability following VSRR, were compared between tricuspid aortic (T) and bicuspid (B) aor
Publikováno v:
ACL (1)
We explore story generation: creative systems that can build coherent and fluent passages of text about a topic. We collect a large dataset of 300K human-written stories paired with writing prompts from an online forum. Our dataset enables hierarchic
Autor:
Grégoire Mesnil, Li Deng, Dilek Hakkani-Tur, Gokhan Tur, Yann N. Dauphin, Geoffrey Zweig, Yoshua Bengio, Kaisheng Yao, Xiaodong He, Larry Heck, Dong Yu
Publikováno v:
IEEE/ACM Transactions on Audio, Speech, and Language Processing. 23:530-539
Semantic slot filling is one of the most challenging problems in spoken language understanding (SLU). In this paper, we propose to use recurrent neural networks (RNNs) for this task, and present several novel architectures designed to efficiently mod
Publikováno v:
EMNLP
Much of human dialogue occurs in semi-cooperative settings, where agents with different goals attempt to agree on common decisions. Negotiations require complex communication and reasoning skills, but success is easy to measure, making this an intere
Publikováno v:
ACL (1)
The prevalent approach to neural machine translation relies on bi-directional LSTMs to encode the source sentence. In this paper we present a faster and simpler architecture based on a succession of convolutional layers. This allows to encode the ent