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04/05/2023
Ericson: An Interactive Open-Domain Conversational Search Agent
Open-domain conversational search (ODCS) aims to provide valuable, up-to...
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11/09/2022
Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Deep Learning-Based Time Series Forecasting
Real-time air pollution monitoring is a valuable tool for public health ...
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01/28/2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers
We present a novel multiple-source unsupervised model for text classific...
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12/05/2021
Contextual Multi-View Query Learning for Short Text Classification in User-Generated Data
Mining user-generated content–e.g., for the early detection of outbreaks...
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09/30/2021
Semi-Supervised Text Classification via Self-Pretraining
We present a neural semi-supervised learning model termed Self-Pretraini...
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05/24/2021
View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data
We present an algorithm based on multi-layer transformers for identifyin...
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04/21/2020
Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media
Mining social media content for tasks such as detecting personal experie...
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02/26/2018