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03/27/2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation
Neural machine translation (NMT) has progressed rapidly over the past se...
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01/06/2023
CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture
Dense matrix multiply (MM) serves as one of the most heavily used kernel...
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06/05/2022
Finetuning a Kalaallisut-English machine translation system using web-crawled data
West Greenlandic, known by native speakers as Kalaallisut, is an extreme...
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04/29/2022
H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness
The complex nature of real-world problems calls for heterogeneity in bot...
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09/13/2021
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space
In cross-lingual language models, representations for many different lan...
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04/10/2021
Sentiment-based Candidate Selection for NMT
The explosion of user-generated content (UGC)–e.g. social media posts, c...
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03/10/2021
Majority Voting with Bidirectional Pre-translation For Bitext Retrieval
Obtaining high-quality parallel corpora is of paramount importance for t...
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04/05/2020