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pro vyhledávání: '"Hutchins, DeLesley"'
Autor:
Chen, Yinpeng, Hutchins, DeLesley, Jansen, Aren, Zhmoginov, Andrey, Racz, David, Andersen, Jesper
We present MELODI, a novel memory architecture designed to efficiently process long documents using short context windows. The key principle behind MELODI is to represent short-term and long-term memory as a hierarchical compression scheme across bot
Externí odkaz:
http://arxiv.org/abs/2410.03156
Language models typically need to be trained or finetuned in order to acquire new knowledge, which involves updating their weights. We instead envision language models that can simply read and memorize new data at inference time, thus acquiring new k
Externí odkaz:
http://arxiv.org/abs/2203.08913
We introduce the Block-Recurrent Transformer, which applies a transformer layer in a recurrent fashion along a sequence, and has linear complexity with respect to sequence length. Our recurrent cell operates on blocks of tokens rather than single tok
Externí odkaz:
http://arxiv.org/abs/2203.07852
Neural networks that compute over graph structures are a natural fit for problems in a variety of domains, including natural language (parse trees) and cheminformatics (molecular graphs). However, since the computation graph has a different shape and
Externí odkaz:
http://arxiv.org/abs/1702.02181
Autor:
Hutchins, DeLesley
This thesis presents a novel approach to type theory called “pure subtype systems”, and a core calculus called DEEP which is based on that approach. DEEP is capable of modeling a number of interesting language techniques that have been proposed i
Externí odkaz:
http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.562515
Autor:
APEL, SVEN1 apel@uni-passau.de, HUTCHINS, DELESLEY2 delesley@gmail.com
Publikováno v:
ACM Transactions on Programming Languages & Systems. May2010, Vol. 32 Issue 5, p19-19.33. 33p. 9 Charts.
Publikováno v:
2014 IEEE 14th International Working Conference on Source Code Analysis & Manipulation; 2014, p41-46, 6p
Akademický článek
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Autor:
Hutchins, DeLesley
Publikováno v:
Proceedings of the 21st Annual ACM SIGPLAN Conference: Object-oriented Programming Systems, Languages & Applications; 10/22/2006, p1-20, 20p
Autor:
Hutchins, DeLesley
Publikováno v:
Companion of the 18th Annual ACM SIGPLAN Conference: Object-oriented Programming, Systems, Languages & Applications; 10/26/2003, p38-52, 15p