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09/01/2021
WebQA: Multihop and Multimodal QA
Web search is fundamentally multimodal and multihop. Often, even before ...
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04/12/2020
Pre-training Text Representations as Meta Learning
Pre-training text representations has recently been shown to significant...
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04/03/2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation
In this paper, we introduce XGLUE, a new benchmark dataset to train larg...
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02/19/2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding
We present MT-DNN, an open-source natural language understanding (NLU) t...
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01/10/2020
TableQnA: Answering List Intent Queries With Web Tables
The web contains a vast corpus of HTML tables. They can be used to provi...
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01/10/2020
Open Domain Question Answering Using Web Tables
Tables extracted from web documents can be used to directly answer many ...
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09/09/2019
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
Commonsense question answering aims to answer questions which require ba...
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04/23/2018