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05/30/2023
Translation-Enhanced Multilingual Text-to-Image Generation
Research on text-to-image generation (TTI) still predominantly focuses o...
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04/04/2023
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data
Scaling up weakly-supervised datasets has shown to be highly effective i...
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08/02/2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model
In this work, we demonstrate that multilingual large-scale sequence-to-s...
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06/15/2022
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems
We present results from a large-scale experiment on pretraining encoders...
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10/08/2020
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding
Semantic parsing is one of the key components of natural language unders...
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05/23/2018
Implicit Language Model in LSTM for OCR
Neural networks have become the technique of choice for OCR, but many as...
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05/04/2015