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08/19/2023
printf: Preference Modeling Based on User Reviews with Item Images and Textual Information via Graph Learning
Nowadays, modern recommender systems usually leverage textual and visual...
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06/07/2023
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation
Few-shot question answering (QA) aims at precisely discovering answers t...
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05/21/2023
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation
The eXtreme Multi-label Classification (XMC) problem seeks to find relev...
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04/04/2023
InfluencerRank: Discovering Effective Influencers via Graph Convolutional Attentive Recurrent Neural Networks
As influencers play considerable roles in social media marketing, compan...
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10/18/2022
Uncertainty in Extreme Multi-label Classification
Uncertainty quantification is one of the most crucial tasks to obtain tr...
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08/08/2021
#StayHome or #Marathon? Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs
COVID-19 has caused lasting damage to almost every domain in public heal...
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08/07/2021
Learning to Represent Human Motives for Goal-directed Web Browsing
Motives or goals are recognized in psychology literature as the most fun...
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07/10/2021
Drug-Target Interaction Prediction with Graph Attention networks
Motivation: Predicting Drug-Target Interaction (DTI) is a well-studied t...
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10/23/2020
Long Document Ranking with Query-Directed Sparse Transformer
The computing cost of transformer self-attention often necessitates brea...
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04/29/2020
"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition
Humor plays an important role in human languages and it is essential to ...
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09/06/2019