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07/18/2023
Llama 2: Open Foundation and Fine-Tuned Chat Models
In this work, we develop and release Llama 2, a collection of pretrained...
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07/17/2023
Multilingual Speech-to-Speech Translation into Multiple Target Languages
Speech-to-speech translation (S2ST) enables spoken communication between...
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05/23/2023
Revisiting Machine Translation for Cross-lingual Classification
Machine Translation (MT) has been widely used for cross-lingual classifi...
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05/03/2023
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity
Mixture-of-experts (MoE) models that employ sparse activation have demon...
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03/01/2023
MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation
We introduce MuAViC, a multilingual audio-visual corpus for robust speec...
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02/10/2023
Language-Aware Multilingual Machine Translation with Self-Supervised Learning
Multilingual machine translation (MMT) benefits from cross-lingual trans...
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12/14/2022
Causes and Cures for Interference in Multilingual Translation
Multilingual machine translation models can benefit from synergy between...
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07/11/2022
No Language Left Behind: Scaling Human-Centered Machine Translation
Driven by the goal of eradicating language barriers on a global scale, m...
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12/08/2021
FLAVA: A Foundational Language And Vision Alignment Model
State-of-the-art vision and vision-and-language models rely on large-sca...
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10/15/2021
Tricks for Training Sparse Translation Models
Multi-task learning with an unbalanced data distribution skews model lea...
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06/04/2021
Human-Adversarial Visual Question Answering
Performance on the most commonly used Visual Question Answering dataset ...
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11/19/2020
Creative Sketch Generation
Sketching or doodling is a popular creative activity that people engage ...
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05/10/2020
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
This work proposes a new challenge set for multimodal classification, fo...
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04/24/2020
Revisiting Modulated Convolutions for Visual Counting and Beyond
This paper targets at visual counting, where the setup is to estimate th...
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04/19/2020
Are we pretraining it right? Digging deeper into visio-linguistic pretraining
Numerous recent works have proposed pretraining generic visio-linguistic...
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12/05/2019
12-in-1: Multi-Task Vision and Language Representation Learning
Much of vision-and-language research focuses on a small but diverse set ...
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07/19/2019
