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03/17/2022
POLARIS: A Geographic Pre-trained Model and its Applications in Baidu Maps
Pre-trained models (PTMs) have become a fundamental backbone for downstr...
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02/16/2022
Understanding the Impact of the COVID-19 Pandemic on Transportation-related Behaviors with Human Mobility Data
The constrained outbreak of COVID-19 in Mainland China has recently been...
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08/20/2021
GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps
Providing timely accessibility reminders of a point-of-interest (POI) pl...
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02/24/2020
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation
In this paper, we focus on a new practical task, document-scale text con...
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02/13/2020
Keyphrase Extraction with Span-based Feature Representations
Keyphrases are capable of providing semantic metadata characterizing doc...
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09/12/2019
Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning
Neural semantic parsing has achieved impressive results in recent years,...
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09/12/2018
Knowledge-Aware Conversational Semantic Parsing Over Web Tables
Conversational semantic parsing over tables requires knowledge acquiring...
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09/12/2018
Knowledge Based Machine Reading Comprehension
Machine reading comprehension (MRC) requires reasoning about both the kn...
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08/20/2018
Question Generation from SQL Queries Improves Neural Semantic Parsing
We study how to learn a semantic parser of state-of-the-art accuracy wit...
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04/23/2018