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1GitHub - w5688414/deep-learning-for-tag-recommendation: this is the collection for the papers and codes for tag/hashtag recommendation
https://github.com/w5688414/deep-learning-for-tag-recommendation
5 years ago by @nosebrain
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deep
hashtag
learning
overview
recommendation
tag
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1Predicting Stack Overflow Tags with Google's Cloud AI - Stack Overflow Blog
https://stackoverflow.blog/2019/05/06/predicting-stack-overflow-tags-with-googles-cloud-ai/?cb=1
6 years ago by @nosebrain
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stackoverflow
tag
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65Wordle - Beautiful Word Clouds
http://www.wordle.net/
12 years ago by @nosebrain
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cloud
generator
tag
word
wordle
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1Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks
J. Lee, Y. Lee, J. Kim, A. Kosiorek, S. Choi, and Y. Teh. ICML, (2018)
5 years ago by @nosebrain
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recommendation
set
tag
transformer
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2An Integral Tag Recommendation Model for Textual Content
S. Tang, Y. Yao, S. Zhang, F. Xu, T. Gu, H. Tong, X. Yan, and J. Lu. Proceedings of the AAAI Conference on Artificial Intelligence, (July 2019)
5 years ago by @nosebrain
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iTag
pointer
recommendation
recommender
seq2seq
tag
iTagpointerrecommendationrecommenderseq2seqtag
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1TRSDL: Tag-Aware Recommender System Based on Deep Learning–Intelligent Computing Systems
N. Liang, H. Zheng, J. Chen, A. Sangaiah, and C. Zhao. Applied Sciences, 8 (5): 799 (May 2018)
5 years ago by @nosebrain
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aware
deep
learning
recommender
system
tag
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3Attention-Based Neural Tag Recommendation
J. Yuan, Y. Jin, W. Liu, and X. Wang. Database Systems for Advanced Applications, page 350--365. Cham, Springer International Publishing, (2019)
5 years ago by @nosebrain
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attention
history
network
neural
tag
attentionhistorynetworkneuraltag
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4Tag Recommendation by Word-Level Tag Sequence Modeling
X. Shi, H. Huang, S. Zhao, P. Jian, and Y. Tang. Database Systems for Advanced Applications, page 420--424. Cham, Springer International Publishing, (2019)
5 years ago by @nosebrain
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paper:neural_tag
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seq2seq
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2FastTagRec: fast tag recommendation for software information sites.
J. Liu, P. Zhou, Z. Yang, X. Liu, and J. Grundy. Automated Software Engineering, 25 (4): 675-701 (2018)
6 years ago by @nosebrain
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fasttext
paper:neural_tag
recommendation
tag
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2Guiding supervised topic modeling for content based tag recommendation.
Y. Wu, S. Xi, Y. Yao, F. Xu, H. Tong, and J. Lu. Neurocomputing, (2018)
6 years ago by @nosebrain
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recommendation
tag
recommendationtag
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2CLARE: A Joint Approach to Label Classification and Tag Recommendation.
Y. Wang, S. Wang, J. Tang, G. Qi, H. Liu, and B. Li. AAAI, page 210-216. AAAI Press, (2017)
6 years ago by @nosebrain
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Claire
important
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2Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network.
Q. Zhang, J. Wang, H. Huang, X. Huang, and Y. Gong. IJCAI, page 3420-3426. ijcai.org, (2017)
7 years ago by @nosebrain
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attention
hash
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rnn
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4Context-Oriented Web Video Tag Recommendation
Z. Chen, J. Cao, Y. Song, J. Guo, Y. Zhang, and J. Li. CoRR, (2010)
7 years ago by @nosebrain
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pos
recommendation
tag
video
posrecommendationtagvideo
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2Scalable tag recommendation for software information sites
P. Zhou, J. Liu, Z. Yang, and G. Zhou. SANER, page 272-282. IEEE Computer Society, (2017)
7 years ago by @nosebrain
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baseline?
dataset:stackoverflow
paper:neural_tag
qa
recommendation
tag
baseline?dataset:stackoverflowpaper:neural_tagqarecommendationtag
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3Evaluating Tag Recommender Algorithms in Real-World Folksonomies: A Comparative Study.
D. Kowald, and E. Lex. RecSys, page 265-268. ACM, (2015)
7 years ago by @nosebrain
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dataset:bibsonomy
evaluation
paper:neural_tag
recommendation
study
tag
tagrec
dataset:bibsonomyevaluationpaper:neural_tagrecommendationstudytagtagrec
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13A Comparison of Content-Based Tag Recommendations in Folksonomy Systems
J. Illig, A. Hotho, R. Jäschke, and G. Stumme. Knowledge Processing and Data Analysis, volume 6581 of Lecture Notes in Computer Science, page 136--149. Berlin/Heidelberg, Springer, (2011)
7 years ago by @nosebrain
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based
comparison
content
recommendation
tag
basedcomparisoncontentrecommendationtag
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2Collaborative Topic Regression with Social Regularization for Tag Recommendation
H. Wang, B. Chen, and W. Li. IJCAI, page 2719-2725. IJCAI/AAAI, (2013)
7 years ago by @nosebrain
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collaborative
recession
recommendation
regularisation
social
tag
topic
collaborativerecessionrecommendationregularisationsocialtagtopic
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2Tweet2Vec: Character-Based Distributed Representations for Social Media.
B. Dhingra, Z. Zhou, D. Fitzpatrick, M. Muehl, and W. Cohen. ACL (2), The Association for Computer Linguistics, (2016)
7 years ago by @nosebrain
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hashtag
paper:neural_tag
recommendation
tag
tweet2vec
hashtagpaper:neural_tagrecommendationtagtweet2vec
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3Tag recommendation method in folksonomy based on user tagging status
H. Yu, B. Zhou, M. Deng, and F. Hu. Journal of Intelligent Information Systems, (2017)
7 years ago by @nosebrain
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recommendation
status
tag
time
user
recommendationstatustagtimeuser
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2Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.
H. Jain, Y. Prabhu, and M. Varma. KDD, page 935-944. ACM, (2016)
7 years ago by @nosebrain
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function
loss
mulitlabel
paper:neural_tag
ranking
recommendation
tag
functionlossmulitlabelpaper:neural_tagrankingrecommendationtag
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5Learning in efficient tag recommendation
M. Lipczak, and E. Milios. Proceedings of the fourth ACM conference on Recommender systems, page 167--174. New York, NY, USA, ACM, (2010)
7 years ago by @nosebrain
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efficient
recommendation
tag
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12Learning optimal ranking with tensor factorization for tag recommendation
S. Rendle, L. Marinho, A. Nanopoulos, and L. Schmidt-Thieme. KDD, page 727-736. (2009)
7 years ago by @nosebrain
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factorization
recommendation
sys:read
tag
tensor
factorizationrecommendationsys:readtagtensor
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2Forgetting the Words but Remembering the Meaning: Modeling Forgetting in a Verbal and Semantic Tag Recommender.
D. Kowald, P. Seitlinger, S. Kopeinik, T. Ley, and C. Trattner. MSM/MUSE, volume 8940 of Lecture Notes in Computer Science, page 75-95. Springer, (2013)
7 years ago by @nosebrain
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bll
memory
model
paper:neural_tag
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tag
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BibSonomy

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1GitHub - w5688414/deep-learning-for-tag-recommendation: this is the collection for the papers and codes for tag/hashtag recommendation

1Predicting Stack Overflow Tags with Google's Cloud AI - Stack Overflow Blog

65Wordle - Beautiful Word Clouds

publications (hide)63
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1Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks

2An Integral Tag Recommendation Model for Textual Content

1TRSDL: Tag-Aware Recommender System Based on Deep Learning–Intelligent Computing Systems

3Attention-Based Neural Tag Recommendation

4Tag Recommendation by Word-Level Tag Sequence Modeling

2FastTagRec: fast tag recommendation for software information sites.

2Guiding supervised topic modeling for content based tag recommendation.

2CLARE: A Joint Approach to Label Classification and Tag Recommendation.

2Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network.

4Context-Oriented Web Video Tag Recommendation

2Scalable tag recommendation for software information sites

3Evaluating Tag Recommender Algorithms in Real-World Folksonomies: A Comparative Study.

13A Comparison of Content-Based Tag Recommendations in Folksonomy Systems

2Collaborative Topic Regression with Social Regularization for Tag Recommendation

2Tweet2Vec: Character-Based Distributed Representations for Social Media.

3Tag recommendation method in folksonomy based on user tagging status

2Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications.

5Learning in efficient tag recommendation

12Learning optimal ranking with tensor factorization for tag recommendation

2Forgetting the Words but Remembering the Meaning: Modeling Forgetting in a Verbal and Semantic Tag Recommender.

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