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04/03/2022
On Efficiently Acquiring Annotations for Multilingual Models
When tasked with supporting multiple languages for a given problem, two ...
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10/13/2021
MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants
In multimodal assistant, where vision is also one of the input modalitie...
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09/27/2021
Using Pause Information for More Accurate Entity Recognition
Entity tags in human-machine dialog are integral to natural language und...
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08/15/2021
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants
Named entity recognition (NER) is usually developed and tested on text f...
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05/20/2021
CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues
Anaphora and ellipses are two common phenomena in dialogues. Without res...
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12/01/2019
Learning to Relate from Captions and Bounding Boxes
In this work, we propose a novel approach that predicts the relationship...
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11/27/2019
LucidDream: Controlled Temporally-Consistent DeepDream on Videos
In this work, we aim to propose a set of techniques to improve the contr...
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08/19/2019
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces
Recent work on bilingual lexicon induction (BLI) has frequently depended...
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04/20/2019
Compression and Localization in Reinforcement Learning for ATARI Games
Deep neural networks have become commonplace in the domain of reinforcem...
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03/25/2018
Unsupervised Depth Estimation, 3D Face Rotation and Replacement
We present an unsupervised approach for learning to estimate three dimen...
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01/31/2018