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09/19/2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch
Large language models (LLMs) with billions of parameters have demonstrat...
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04/24/2023
Incorporating Experts' Judgment into Machine Learning Models
Machine learning (ML) models have been quite successful in predicting ou...
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03/14/2023
RenewNAT: Renewing Potential Translation for Non-Autoregressive Transformer
Non-autoregressive neural machine translation (NAT) models are proposed ...
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12/17/2021
Reproducible and Portable Big Data Analytics in the Cloud
Cloud computing has become a major approach to help reproduce computatio...
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05/23/2018
Neural Network Interpretation via Fine Grained Textual Summarization
Current visualization based network interpretation methodssuffer from la...
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01/27/2018
Fine-grained Visual Categorization using PAIRS: Pose and Appearance Integration for Recognizing Subcategories
In Fine-grained Visual Categorization (FGVC), the differences between si...
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05/22/2017