group :: uw_ss16_web2.0

bookmarks (hide)7
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

1[ Paper Summary ] Unsupervised Deep Embedding for Clustering Analysis
https://towardsdatascience.com/paper-summary-unsupervised-deep-embedding-for-clustering-analysis-e269aed77c6b
6 years ago by @becker
show all tags
deep
clustering
feature
unsupervised
afcs
learning
embedding
representation
deepclusteringfeatureunsupervisedafcslearningembeddingrepresentation
copydelete
- community post
- history of this post
1What is the relation between k-means clustering and PCA? - Cross Validated
https://stats.stackexchange.com/questions/183236/what-is-the-relation-between-k-means-clustering-and-pca
6 years ago by @becker
show all tags
means
clustering
embeddings
kmeans
k
embedding
pca
meansclusteringembeddingskmeanskembeddingpca
copydelete
- community post
- history of this post
2lferry007/LargeVis
Python3 version: https://github.com/TalhaAsmal/LargeVis
6 years ago by @becker
show all tags
high
dimensionality
visualization
python
large
dim
scale
embedding
reduction
vis
dimension
highdimensionalityvisualizationpythonlargedimscaleembeddingreductionvisdimension
copydelete
- community post
- history of this post
1facebookresearch/StarSpace: Learning embeddings for classification, retrieval and ranking.
https://github.com/facebookresearch/StarSpace
7 years ago by @nosebrain
show all tags
starspace
learning
embedding
starspacelearningembedding
copydelete
- community post
- history of this post
1maciejkula/glove-python: Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
https://github.com/maciejkula/glove-python
8 years ago by @thoni
show all tags
python
glove
embedding
pythongloveembedding
copydelete
- community post
- history of this post
2GitHub - jhlau/doc2vec
Pretrained doc2vec models
8 years ago by @thoni
show all tags
fakenews
embedding
wikipedia
doc2vec
fakenewsembeddingwikipediadoc2vec
copydelete
- community post
- history of this post
2cemoody/lda2vec
https://github.com/cemoody/lda2vec
9 years ago by @thoni
show all tags
lda
embedding
word
lda2vec
ldaembeddingwordlda2vec
copydelete
- community post
- history of this post

⟨⟨
⟨
1
⟩
⟩⟩

publications (hide)93
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...

6CapsKG: Enabling Continual Knowledge Integration in Language Models for Automatic Knowledge Graph Completion
J. Omeliyanenko, A. Zehe, A. Hotho, and D. Schlör. International Semantic Web Conference ISWC 2023, to appear, (2023)
a year ago by @hotho
show all tags
lm
myown
2023
embedding
kg
from:jannaom
graph
lmmyown2023embeddingkgfrom:jannaomgraph
copydeleteadd this publication to your clipboard
1Leveraging deep contrastive learning for semantic interaction
M. Belcaid, A. Martinez, and J. Leigh. PeerJ Computer Science, (2022)
3 years ago by @becker
show all tags
umap
semantic
m:id:immermind:coordinate:x:119.61373805999756
deep
contrastive
learning
m:id:immermind:node
embedding
m:id:immermind:coordinate:y:-398.4951362609863
immermind
m:
umapsemanticm:id:immermind:coordinate:x:119.61373805999756deepcontrastivelearningm:id:immermind:nodeembeddingm:id:immermind:coordinate:y:-398.4951362609863immermindm:
copydeleteadd this publication to your clipboard
1Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review
Y. Si, J. Du, Z. Li, X. Jiang, T. Miller, F. Wang, W. Zheng, and K. Roberts. Journal of Biomedical Informatics, (2021)
3 years ago by @becker
show all tags
citedby:scholar:count:12
deep
records
learning
representation
health
ehr
citedby:scholar:timestamp:2021-12-15
record
review
survey
embedding
electronic
citedby:scholar:count:12deeprecordslearningrepresentationhealthehrcitedby:scholar:timestamp:2021-12-15recordreviewsurveyembeddingelectronic
copydeleteadd this publication to your clipboard
2Joint optimization of an autoencoder for clustering and embedding
A. Boubekki, M. Kampffmeyer, U. Brefeld, and R. Jenssen. Machine Learning, 110 (7): 1901--1937 (Jul 1, 2021)
3 years ago by @becker
show all tags
joint
autoencoder
toread
optimization
clustering
embedding
jointautoencodertoreadoptimizationclusteringembedding
copydeleteadd this publication to your clipboard
8Integrating Keywords into BERT4Rec for Sequential Recommendation
E. Fischer, D. Zoller, A. Dallmann, and A. Hotho. KI 2020: Advances in Artificial Intelligence, (2020)
3 years ago by @dallmann
show all tags
myown
kebert4rec
sequential
recommendation
embedding
bert4rec
selected
myownkebert4recsequentialrecommendationembeddingbert4recselected
copydeleteadd this publication to your clipboard
4Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers
L. Wu, S. Li, C. Hsieh, and J. Sharpnack. NeurIPS, page 24-34. (2019)
3 years ago by @nosebrain
show all tags
recommendation
training
embedding
recommendationtrainingembedding
copydeleteadd this publication to your clipboard
4LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention.
I. Yamada, A. Asai, H. Shindo, H. Takeda, and Y. Matsumoto. CoRR, (2020)
4 years ago by @albinzehe
show all tags
dfg-antrag-steckbriefe
bert
embedding
kg
knowledge
graph
dfg-antrag-steckbriefebertembeddingkgknowledgegraph
copydeleteadd this publication to your clipboard
3Embedding Words in Non-Vector Space with Unsupervised Graph Learning
M. Ryabinin, S. Popov, L. Prokhorenkova, and E. Voita. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), page 7317--7331. Online, Association for Computational Linguistics, (November 2020)
4 years ago by @albinzehe
show all tags
embedding
graphembedding
emnlp2020
embeddinggraphembeddingemnlp2020
copydeleteadd this publication to your clipboard
8Integrating Keywords into BERT4Rec for Sequential Recommendation
E. Fischer, D. Zoller, A. Dallmann, and A. Hotho. KI 2020: Advances in Artificial Intelligence, 12325, page 275-282. Cham, Springer International Publishing, (2020)
4 years ago by @hotho
show all tags
myown
kebert4rec
sequential
recommendation
embedding
2020
recommender
bert4rec
keyword
myownkebert4recsequentialrecommendationembedding2020recommenderbert4reckeyword
copydeleteadd this publication to your clipboard
8Integrating Keywords into BERT4Rec for Sequential Recommendation
E. Fischer, D. Zoller, A. Dallmann, and A. Hotho. KI 2020: Advances in Artificial Intelligence, (2020)
4 years ago by @nosebrain
show all tags
myown
kebert4rec
sequential
recommendation
embedding
bert4rec
keyword
selected
myownkebert4recsequentialrecommendationembeddingbert4reckeywordselected
copydeleteadd this publication to your clipboard
1SECNLP: A survey of embeddings in clinical natural language processing
K. Kalyan, and S. Sangeetha. Journal of Biomedical Informatics, (2020)
5 years ago by @nosebrain
show all tags
nlp
clinical
survey
embedding
nlpclinicalsurveyembedding
copydeleteadd this publication to your clipboard
1DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture
A. Sharma, E. Vans, D. Shigemizu, K. Boroevich, and T. Tsunoda. Scientific reports, 9 (1): 1--7 (2019)
5 years ago by @becker
show all tags
cytometry
nalab
tsne
cnn
dimensionality
convoluational
deep
neural
rna
learning
network
umap
embedding
reduction
insight
cytof
cytometrynalabtsnecnndimensionalityconvoluationaldeepneuralrnalearningnetworkumapembeddingreductioninsightcytof
copydeleteadd this publication to your clipboard
2Gene2vec: distributed representation of genes based on co-expression
J. Du, P. Jia, Y. Dai, C. Tao, Z. Zhao, and D. Zhi. BMC Genomics, 20 (1): 82-- (2019)
5 years ago by @nosebrain
show all tags
gene
dna
embedding
paper-dzhi
gene2vec
genednaembeddingpaper-dzhigene2vec
copydeleteadd this publication to your clipboard
2PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data
L. Li, P. Wang, Y. Wang, J. Jiang, B. Tang, J. Yan, S. Wang, and Y. Liu. (2019)cite arxiv:1909.00672.
5 years ago by @nosebrain
show all tags
medical
record
embedding
knowledge
graph
medicalrecordembeddingknowledgegraph
copydeleteadd this publication to your clipboard
1Enriching Medcial Terminology Knowledge Bases via Pre-trained Language Model and Graph Convolutional Network
J. Zhang, Z. Zhang, H. Zhang, Z. Ma, Y. Zhou, and P. He. (2019)cite arxiv:1909.00615Comment: 8 pages, submitted to BIBM 2019.
5 years ago by @nosebrain
show all tags
proposal:bmbf2019
medical
embedding
knowledge
graph
proposal:bmbf2019medicalembeddingknowledgegraph
copydeleteadd this publication to your clipboard
2Dissecting Contextual Word Embeddings: Architecture and Representation.
M. Peters, M. Neumann, L. Zettlemoyer, and W. tau Yih. EMNLP, page 1499-1509. Association for Computational Linguistics, (2018)
5 years ago by @nosebrain
show all tags
reco-readinggroup
contextual
embedding
representation
word
architecture
reco-readinggroupcontextualembeddingrepresentationwordarchitecture
copydeleteadd this publication to your clipboard
15DeepWalk: Online Learning of Social Representations
B. Perozzi, R. Al-Rfou, and S. Skiena. CoRR, (2014)
5 years ago by @dallmann
show all tags
thema
thema:network_embedding
reserved
embedding
network
graph
themathema:network_embeddingreservedembeddingnetworkgraph
copydeleteadd this publication to your clipboard
2Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text
X. Han, Z. Liu, and M. Sun. AAAI, page 4832-4839. AAAI Press, (2018)
5 years ago by @nosebrain
show all tags
proposal:bmbf2019
thema
reserved
embedding
text
seminar201920
knowledge
graph
proposal:bmbf2019themareservedembeddingtextseminar201920knowledgegraph
copydeleteadd this publication to your clipboard
4Recurrent Knowledge Graph Embedding for Effective Recommendation
Z. Sun, J. Yang, J. Zhang, A. Bozzon, L. Huang, and C. Xu. Proceedings of the 12th ACM Conference on Recommender Systems, page 297--305. New York, NY, USA, ACM, (2018)
5 years ago by @nosebrain
show all tags
lsx:reading_group
recommendation
embedding
knowledge
graph
lsx:reading_grouprecommendationembeddingknowledgegraph
copydeleteadd this publication to your clipboard
4Translating Embeddings for Modeling Multi-relational Data.
A. Bordes, N. Usunier, A. García-Durán, J. Weston, and O. Yakhnenko. NIPS, page 2787-2795. (2013)
5 years ago by @nosebrain
show all tags
proposal:bmbf2019
embedding
transE
knowledge
graph
proposal:bmbf2019embeddingtransEknowledgegraph
copydeleteadd this publication to your clipboard

⟨⟨
⟨
1
2
3
⟩
⟩⟩

BibSonomy

bookmarks (hide)7
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

1[ Paper Summary ] Unsupervised Deep Embedding for Clustering Analysis

1What is the relation between k-means clustering and PCA? - Cross Validated

2lferry007/LargeVis

1facebookresearch/StarSpace: Learning embeddings for classification, retrieval and ranking.

1maciejkula/glove-python: Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

2GitHub - jhlau/doc2vec

2cemoody/lda2vec

publications (hide)93
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...

6CapsKG: Enabling Continual Knowledge Integration in Language Models for Automatic Knowledge Graph Completion

1Leveraging deep contrastive learning for semantic interaction

1Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review

2Joint optimization of an autoencoder for clustering and embedding

8Integrating Keywords into BERT4Rec for Sequential Recommendation

4Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers

4LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention.

3Embedding Words in Non-Vector Space with Unsupervised Graph Learning

8Integrating Keywords into BERT4Rec for Sequential Recommendation

8Integrating Keywords into BERT4Rec for Sequential Recommendation

1SECNLP: A survey of embeddings in clinical natural language processing

1DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture

2Gene2vec: distributed representation of genes based on co-expression

2PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data

1Enriching Medcial Terminology Knowledge Bases via Pre-trained Language Model and Graph Convolutional Network

2Dissecting Contextual Word Embeddings: Architecture and Representation.

15DeepWalk: Online Learning of Social Representations

2Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text

4Recurrent Knowledge Graph Embedding for Effective Recommendation

4Translating Embeddings for Modeling Multi-relational Data.

uw_ss16_web2.0

browse

related tags

tags

bookmarks (hide)7 displayallbookmarks onlybookmarks per page5102050100 sort byadded attitle RSSBibTeXXML

publications (hide)93 displayallpublications onlypublications per page5102050100 sort byadded attitleauthorpublication dateentry typehelp for advanced sorting... RSSBibTeXRDFmore...

uw_ss16_web2.0

browse

related tags

tags

bookmarks (hide)7
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

publications (hide)93
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...