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05/19/2023
How Does Generative Retrieval Scale to Millions of Passages?
Popularized by the Differentiable Search Index, the emerging paradigm of...
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12/19/2022
DSI++: Updating Transformer Memory with New Documents
Differentiable Search Indices (DSIs) encode a corpus of documents in the...
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12/16/2022
Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification
With the devastating outbreak of COVID-19, vaccines are one of the cruci...
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02/22/2022
A New Generation of Perspective API: Efficient Multilingual Character-level Transformers
On the world wide web, toxic content detectors are a crucial line of def...
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07/02/2021
Google COVID-19 Vaccination Search Insights: Anonymization Process Description
This report describes the aggregation and anonymization process applied ...
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06/23/2021
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization
State-of-the-art models in natural language processing rely on separate ...
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05/07/2021
Are Pre-trained Convolutions Better than Pre-trained Transformers?
In the era of pre-trained language models, Transformers are the de facto...
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03/01/2021
OmniNet: Omnidirectional Representations from Transformers
This paper proposes Omnidirectional Representations from Transformers (O...
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01/06/2015