Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Kenneth Ward Church"'
Publikováno v:
Engineering, Vol 18, Iss , Pp 143-153 (2022)
After more than 70 years of evolution, great achievements have been made in machine translation. Especially in recent years, translation quality has been greatly improved with the emergence of neural machine translation (NMT). In this article, we fir
Externí odkaz:
https://doaj.org/article/53ce1b44c2ac42c0b0e216dd95f64763
Publikováno v:
Natural Language Engineering. 29:824-841
Our last emerging trend article introduced Risks 1.0 (fairness and bias) and Risks 2.0 (addictive, dangerous, deadly, and insanely profitable). This article introduces Risks 3.0 (spyware and cyber weapons). Risks 3.0 are less profitable, but more des
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6def56bf8241b04e7da11f7efa6cd987
https://doi.org/10.1017/s1351324923000141
https://doi.org/10.1017/s1351324923000141
Autor:
Kenneth Ward Church
Publikováno v:
Natural Language Engineering. 28:673-682
Deep nets are becoming larger and larger in practice, with no respect for (non)-factors that ought to limit growth including the so-called curse of dimensionality (CoD). Donoho suggested that dimensionality can be a blessing as well as a curse. Curre
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::776a71cb5a35e283775bf1aa0141a12f
https://doi.org/10.1017/s1351324922000365
https://doi.org/10.1017/s1351324922000365
Publikováno v:
Natural Language Engineering. 28:519-535
This paper describes gft (general fine-tuning), a little language for deep nets, introduced at an ACL-2022 tutorial. gft makes deep nets accessible to a broad audience including non-programmers. It is standard practice in many fields to use statistic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4c3f0e1a826e7cdd9f9d08efd8233ffe
https://doi.org/10.1017/s1351324922000237
https://doi.org/10.1017/s1351324922000237
Autor:
Kenneth Ward Church, Valia Kordoni
Publikováno v:
Natural Language Engineering. 28:249-269
Many papers are chasing state-of-the-art (SOTA) numbers, and more will do so in the future. SOTA-chasing comes with many costs. SOTA-chasing squeezes out more promising opportunities such as coopetition and interdisciplinary collaboration. In additio
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5e6703425f56e0a72a22b3443728783f
https://doi.org/10.1017/s1351324922000043
https://doi.org/10.1017/s1351324922000043
Autor:
KENNETH WARD CHURCH
Publikováno v:
Natural Language Engineering. 23:155-162
My last column ended with some comments about Kuhn and word2vec. Word2vec has racked up plenty of citations because it satisifies both of Kuhn’s conditions for emerging trends: (1) a few initial (promising, if not convincing) successes that motivat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f31d86c40b293967c279552ad1c9b154
https://doi.org/10.1017/s1351324916000334
https://doi.org/10.1017/s1351324916000334
Autor:
KENNETH WARD CHURCH
Publikováno v:
Natural Language Engineering. 22:977-980
I’m sure you want me to tell you about the next new emerging trend, but I’m not going to do that. It is much easier to suggest where trends come from (the next generation), and how to distinguish passing fads (bubbles) from emerging trends. Young
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::db56578869b64ea021aa7336d2d4f1e1
https://doi.org/10.1017/s1351324916000279
https://doi.org/10.1017/s1351324916000279
Autor:
Kenneth Ward Church
Publikováno v:
8th European Conference on Speech Communication and Technology (Eurospeech 2003).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::47252ced3f20d777ffe09bb1ee97732c
https://doi.org/10.21437/eurospeech.2003-1
https://doi.org/10.21437/eurospeech.2003-1
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Conference
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