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pro vyhledávání: '"Aly, Ahmed"'
Autor:
Huber, Patrick, Einolghozati, Arash, Conway, Rylan, Narang, Kanika, Smith, Matt, Nayyar, Waqar, Sagar, Adithya, Aly, Ahmed, Shrivastava, Akshat
Distilling conversational skills into Small Language Models (SLMs) with approximately 1 billion parameters presents significant challenges. Firstly, SLMs have limited capacity in their model parameters to learn extensive knowledge compared to larger
Externí odkaz:
http://arxiv.org/abs/2408.11219
Autor:
Le, Trang, Lazar, Daniel, Kim, Suyoun, Jiang, Shan, Le, Duc, Sagar, Adithya, Livshits, Aleksandr, Aly, Ahmed, Shrivastava, Akshat
Spoken Language Understanding (SLU) is a critical component of voice assistants; it consists of converting speech to semantic parses for task execution. Previous works have explored end-to-end models to improve the quality and robustness of SLU model
Externí odkaz:
http://arxiv.org/abs/2406.07823
Autor:
Elhoushi, Mostafa, Shrivastava, Akshat, Liskovich, Diana, Hosmer, Basil, Wasti, Bram, Lai, Liangzhen, Mahmoud, Anas, Acun, Bilge, Agarwal, Saurabh, Roman, Ahmed, Aly, Ahmed A, Chen, Beidi, Wu, Carole-Jean
We present LayerSkip, an end-to-end solution to speed-up inference of large language models (LLMs). First, during training we apply layer dropout, with low dropout rates for earlier layers and higher dropout rates for later layers, and an early exit
Externí odkaz:
http://arxiv.org/abs/2404.16710
Autor:
Ravi, Sahithya, Huber, Patrick, Shrivastava, Akshat, Sagar, Aditya, Aly, Ahmed, Shwartz, Vered, Einolghozati, Arash
The emergence of Large Language Models (LLMs) has brought to light promising language generation capabilities, particularly in performing tasks like complex reasoning and creative writing. Consequently, distillation through imitation of teacher respo
Externí odkaz:
http://arxiv.org/abs/2402.18113
Autor:
Mohammed Mustafa, Rumesa Batul, Mohmed Isaqali Karobari, Hadi Mohammed Alamri, Abdulaziz Abdulwahed, Ahmed A. Almokhatieb, Qamar Hashem, Abdullah Alsakaker, Mohammad Khursheed Alam, Hany Mohamed Aly Ahmed
Publikováno v:
BMC Oral Health, Vol 24, Iss 1, Pp 1-29 (2024)
Abstract Introduction Root canal treatment procedures require a thorough understanding of root and canal anatomy. The purpose of this systematic review was to examine the morphological differences of teeth root and their canals assessed using cone-be
Externí odkaz:
https://doaj.org/article/ff62e54a181247bbbdab31c50a737f7a
Due to the ubiquity of mobile phones and location-detection devices, location data is being generated in very large volumes. Queries and operations that are performed on location data warrant the use of database systems. Despite that, location data i
Externí odkaz:
http://arxiv.org/abs/2206.09520
Publikováno v:
In Computers and Operations Research October 2024 170
Autor:
Abdelbari, Manar Adel, El-Gazar, Amira A., Abdelbary, Aly Ahmed, Elshafeey, Ahmed Hassen, Mosallam, Shaimaa
Publikováno v:
In Journal of Drug Delivery Science and Technology September 2024 98
Autor:
Shrivastava, Akshat, Desai, Shrey, Gupta, Anchit, Elkahky, Ali, Livshits, Aleksandr, Zotov, Alexander, Aly, Ahmed
Task-oriented semantic parsing models have achieved strong results in recent years, but unfortunately do not strike an appealing balance between model size, runtime latency, and cross-domain generalizability. We tackle this problem by introducing sce
Externí odkaz:
http://arxiv.org/abs/2202.00901
Autor:
Rafiqul Islam, Md Refat Readul Islam, Toru Tanaka, Mohammad Khursheed Alam, Hany Mohamed Aly Ahmed, Hidehiko Sano
Publikováno v:
Japanese Dental Science Review, Vol 59, Iss , Pp 48-61 (2023)
The aim of direct pulp capping (DPC) is to promote pulp healing and mineralized tissue barrier formation by placing a dental biomaterial directly over the exposed pulp. Successful application of this approach avoids the need for further and more exte
Externí odkaz:
https://doaj.org/article/cba3c5f6037c401d859a2f5b0d54a224