Ruobing Xie

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UPRec: User-Aware Pre-training for Recommender Systems

Existing sequential recommendation methods rely on large amounts of trai...
02/22/2021 ∙ by Chaojun Xiao, et al. ∙ 0 ∙ share

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Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network

Recently, real-world recommendation systems need to deal with millions o...
02/07/2021 ∙ by Ruobing Xie, et al. ∙ 0 ∙ share

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Denoising Relation Extraction from Document-level Distant Supervision

Distant supervision (DS) has been widely used to generate auto-labeled d...
11/08/2020 ∙ by Chaojun Xiao, et al. ∙ 0 ∙ share

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Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect

Recommender systems aim to provide item recommendations for users, and a...
09/19/2020 ∙ by Zheni Zeng, et al. ∙ 0 ∙ share

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Connecting Embeddings for Knowledge Graph Entity Typing

Knowledge graph (KG) entity typing aims at inferring possible missing en...
07/21/2020 ∙ by Yu Zhao, et al. ∙ 0 ∙ share

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FAQ-based Question Answering via Knowledge Anchors

Question answering (QA) aims to understand user questions and find appro...
11/14/2019 ∙ by Ruobing Xie, et al. ∙ 0 ∙ share

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Neural Snowball for Few-Shot Relation Learning

Knowledge graphs typically undergo open-ended growth of new relations. T...
08/29/2019 ∙ by Tianyu Gao, et al. ∙ 0 ∙ share

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Knowledge Representation Learning: A Quantitative Review

Knowledge representation learning (KRL) aims to represent entities and r...
12/28/2018 ∙ by Yankai Lin, et al. ∙ 0 ∙ share

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Language Modeling with Sparse Product of Sememe Experts

Most language modeling methods rely on large-scale data to statistically...
10/29/2018 ∙ by Yihong Gu, et al. ∙ 0 ∙ share

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Incorporating Chinese Characters of Words for Lexical Sememe Prediction

Sememes are minimum semantic units of concepts in human languages, such ...
06/17/2018 ∙ by Huiming Jin, et al. ∙ 0 ∙ share

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Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence

Knowledge graphs (KGs) can provide significant relational information an...
05/09/2017 ∙ by Ruobing Xie, et al. ∙ 0 ∙ share

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Neural Emoji Recommendation in Dialogue Systems

Emoji is an essential component in dialogues which has been broadly util...
12/14/2016 ∙ by Ruobing Xie, et al. ∙ 0 ∙ share

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Image-embodied Knowledge Representation Learning

Entity images could provide significant visual information for knowledge...
09/22/2016 ∙ by Ruobing Xie, et al. ∙ 0 ∙ share

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Ruobing Xie

Featured Co-authors

Bo Zhang

Zhiyuan Liu

Maosong Sun

Qi Liu

Yuan Yao

Rui Yan

Xu Han

Xu Zhang

Peng Cui

Hao Zhu

Jun Yan

UPRec: User-Aware Pre-training for Recommender Systems

Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network

Denoising Relation Extraction from Document-level Distant Supervision

Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect

Connecting Embeddings for Knowledge Graph Entity Typing

FAQ-based Question Answering via Knowledge Anchors

Neural Snowball for Few-Shot Relation Learning

Knowledge Representation Learning: A Quantitative Review

Language Modeling with Sparse Product of Sememe Experts

Incorporating Chinese Characters of Words for Lexical Sememe Prediction

Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence

Neural Emoji Recommendation in Dialogue Systems

Image-embodied Knowledge Representation Learning