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12/26/2022
Universality of preference behaviors in online music-listener bipartite networks: A Big Data analysis
We investigate the formation of musical preferences of millions of users...
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12/31/2021
Domain Adaptation with Category Attention Network for Deep Sentiment Analysis
Domain adaptation tasks such as cross-domain sentiment classification ai...
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11/08/2020
Denoising Relation Extraction from Document-level Distant Supervision
Distant supervision (DS) has been widely used to generate auto-labeled d...
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09/19/2020
Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect
Recommender systems aim to provide item recommendations for users, and a...
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11/14/2019
FAQ-based Question Answering via Knowledge Anchors
Question answering (QA) aims to understand user questions and find appro...
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08/29/2019
Neural Snowball for Few-Shot Relation Learning
Knowledge graphs typically undergo open-ended growth of new relations. T...
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05/14/2019
Atom Responding Machine for Dialog Generation
Recently, improving the relevance and diversity of dialogue system has a...
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10/29/2018
Language Modeling with Sparse Product of Sememe Experts
Most language modeling methods rely on large-scale data to statistically...
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08/22/2018
Hierarchical Neural Network for Extracting Knowledgeable Snippets and Documents
In this study, we focus on extracting knowledgeable snippets and annotat...
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06/17/2018
Incorporating Chinese Characters of Words for Lexical Sememe Prediction
Sememes are minimum semantic units of concepts in human languages, such ...
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04/30/2017