jbdatascience · January 26, 2018 16:58 · Jan 12, 2018 · Jan 6, 2018 · Jan 6, 2018 · Nov 12, 2017
diff --git a/something2vec.md b/something2vec.md
@@ -51,4 +51,5 @@
 1. style2vec https://arxiv.org/abs/1708.04014
 1. ngram2vec http://www.aclweb.org/anthology/D17-1023
 1. hin2vec https://dl.acm.org/citation.cfm?id=3132953
-1. edge2vec http://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2849/2380
+1. edge2vec http://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2849/2380
+1. place2vec https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/225625/41_gao.pdf?sequence=3
diff --git a/something2vec.md b/something2vec.md
@@ -50,5 +50,5 @@
 1. skill2vec https://arxiv.org/abs/1707.09751
 1. style2vec https://arxiv.org/abs/1708.04014
 1. ngram2vec http://www.aclweb.org/anthology/D17-1023
-1. hin2vec
+1. hin2vec https://dl.acm.org/citation.cfm?id=3132953
 1. edge2vec http://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2849/2380
diff --git a/something2vec.md b/something2vec.md
@@ -51,3 +51,4 @@
 1. style2vec https://arxiv.org/abs/1708.04014
 1. ngram2vec http://www.aclweb.org/anthology/D17-1023
 1. hin2vec
+1. edge2vec http://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2849/2380
diff --git a/something2vec.md b/something2vec.md
@@ -51,8 +51,3 @@
 1. style2vec https://arxiv.org/abs/1708.04014
 1. ngram2vec http://www.aclweb.org/anthology/D17-1023
 1. hin2vec
-
-# option something2something model
-1. vec2topic http://arxiv.org/abs/1603.04747
-1. character2word http://arxiv.org/abs/1508.02096
-1. entity2rec https://enricopal.github.io/enricopal.github.io/publications/Palumbo_Rizzo-RecSys2017.pdf
diff --git a/something2vec.md b/something2vec.md
@@ -1,58 +1,58 @@
 # *2vec papers
 
-- word2vec https://arxiv.org/abs/1310.4546
-- sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053
-- tweet2vec http://arxiv.org/abs/1605.03481
-- tweet2vec https://arxiv.org/abs/1607.07514
-- author2vec http://dl.acm.org/citation.cfm?id=2889382
-- item2vec http://arxiv.org/abs/1603.04259
-- lda2vec https://arxiv.org/abs/1605.02019
-- illustration2vec http://dl.acm.org/citation.cfm?id=2820907
-- tag2vec http://ktsaurabh.weebly.com/uploads/3/1/7/8/31783965/distributed_representations_for_content-based_and_personalized_tag_recommendation.pdf
-- category2vec http://www.anlp.jp/proceedings/annual_meeting/2015/pdf_dir/C4-3.pdf
-- topic2vec http://arxiv.org/abs/1506.08422
-- image2vec http://arxiv.org/abs/1507.08818
-- app2vec http://paul.rutgers.edu/~qma/research/ma_app2vec.pdf
-- prod2vec http://dl.acm.org/citation.cfm?id=2788627
-- meta-prod2vec http://arxiv.org/abs/1607.07326
-- sense2vec http://arxiv.org/abs/1511.06388
-- node2vec http://www.kdd.org/kdd2016/papers/files/Paper_218.pdf
-- subgraph2vec http://arxiv.org/abs/1606.08928
-- wordnet2vec http://arxiv.org/abs/1606.03335
-- doc2sent2vec http://research.microsoft.com/apps/pubs/default.aspx?id=264430
-- context2vec http://u.cs.biu.ac.il/~melamuo/publications/context2vec_conll16.pdf
-- rdf2vec http://iswc2016.semanticweb.org/pages/program/accepted-papers.html#research_ristoski_32
-- hash2vec http://arxiv.org/abs/1608.08940
-- query2vec http://www.cs.cmu.edu/~dongyeok/papers/query2vec_v0.2.pdf
-- gov2vec http://arxiv.org/abs/1609.06616
-- novel2vec http://aics2016.ucd.ie/papers/full/AICS_2016_paper_48.pdf
-- emoji2vec http://arxiv.org/abs/1609.08359
-- video2vec https://staff.fnwi.uva.nl/t.e.j.mensink/publications/habibian16pami.pdf
-- video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
-- sen2vec https://arxiv.org/abs/1610.08078
-- content2vec http://104.155.136.4:3000/forum?id=ryTYxh5ll
-- cat2vec http://104.155.136.4:3000/forum?id=HyNxRZ9xg
-- diet2vec https://arxiv.org/abs/1612.00388
-- mention2vec https://arxiv.org/abs/1612.02706
-- POI2vec http://www.ntu.edu.sg/home/boan/papers/AAAI17_Visitor.pdf
-- wang2vec http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf
-- dna2vec https://arxiv.org/abs/1701.06279
-- pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, ([cited blog](https://medium.com/the-graph/applying-deep-learning-to-related-pins-a6fee3c92f5e#.erb1i5mze))
-- paper2vec https://arxiv.org/abs/1703.06587
-- struc2vec https://arxiv.org/abs/1704.03165
-- med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
-- net2vec https://arxiv.org/abs/1705.03881
-- sub2vec https://arxiv.org/abs/1702.06921
-- metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
-- concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
-- graph2vec http://arxiv.org/abs/1707.05005
-- doctag2vec https://arxiv.org/abs/1707.04596
-- skill2vec https://arxiv.org/abs/1707.09751
-- style2vec https://arxiv.org/abs/1708.04014
-- ngram2vec http://www.aclweb.org/anthology/D17-1023
-- hin2vec
+1. word2vec https://arxiv.org/abs/1310.4546
+1. sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053
+1. tweet2vec http://arxiv.org/abs/1605.03481
+1. tweet2vec https://arxiv.org/abs/1607.07514
+1. author2vec http://dl.acm.org/citation.cfm?id=2889382
+1. item2vec http://arxiv.org/abs/1603.04259
+1. lda2vec https://arxiv.org/abs/1605.02019
+1. illustration2vec http://dl.acm.org/citation.cfm?id=2820907
+1. tag2vec http://ktsaurabh.weebly.com/uploads/3/1/7/8/31783965/distributed_representations_for_content-based_and_personalized_tag_recommendation.pdf
+1. category2vec http://www.anlp.jp/proceedings/annual_meeting/2015/pdf_dir/C4-3.pdf
+1. topic2vec http://arxiv.org/abs/1506.08422
+1. image2vec http://arxiv.org/abs/1507.08818
+1. app2vec http://paul.rutgers.edu/~qma/research/ma_app2vec.pdf
+1. prod2vec http://dl.acm.org/citation.cfm?id=2788627
+1. meta-prod2vec http://arxiv.org/abs/1607.07326
+1. sense2vec http://arxiv.org/abs/1511.06388
+1. node2vec http://www.kdd.org/kdd2016/papers/files/Paper_218.pdf
+1. subgraph2vec http://arxiv.org/abs/1606.08928
+1. wordnet2vec http://arxiv.org/abs/1606.03335
+1. doc2sent2vec http://research.microsoft.com/apps/pubs/default.aspx?id=264430
+1. context2vec http://u.cs.biu.ac.il/~melamuo/publications/context2vec_conll16.pdf
+1. rdf2vec http://iswc2016.semanticweb.org/pages/program/accepted-papers.html#research_ristoski_32
+1. hash2vec http://arxiv.org/abs/1608.08940
+1. query2vec http://www.cs.cmu.edu/~dongyeok/papers/query2vec_v0.2.pdf
+1. gov2vec http://arxiv.org/abs/1609.06616
+1. novel2vec http://aics2016.ucd.ie/papers/full/AICS_2016_paper_48.pdf
+1. emoji2vec http://arxiv.org/abs/1609.08359
+1. video2vec https://staff.fnwi.uva.nl/t.e.j.mensink/publications/habibian16pami.pdf
+1. video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
+1. sen2vec https://arxiv.org/abs/1610.08078
+1. content2vec http://104.155.136.4:3000/forum?id=ryTYxh5ll
+1. cat2vec http://104.155.136.4:3000/forum?id=HyNxRZ9xg
+1. diet2vec https://arxiv.org/abs/1612.00388
+1. mention2vec https://arxiv.org/abs/1612.02706
+1. POI2vec http://www.ntu.edu.sg/home/boan/papers/AAAI17_Visitor.pdf
+1. wang2vec http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf
+1. dna2vec https://arxiv.org/abs/1701.06279
+1. pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, ([cited blog](https://medium.com/the-graph/applying-deep-learning-to-related-pins-a6fee3c92f5e#.erb1i5mze))
+1. paper2vec https://arxiv.org/abs/1703.06587
+1. struc2vec https://arxiv.org/abs/1704.03165
+1. med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
+1. net2vec https://arxiv.org/abs/1705.03881
+1. sub2vec https://arxiv.org/abs/1702.06921
+1. metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
+1. concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
+1. graph2vec http://arxiv.org/abs/1707.05005
+1. doctag2vec https://arxiv.org/abs/1707.04596
+1. skill2vec https://arxiv.org/abs/1707.09751
+1. style2vec https://arxiv.org/abs/1708.04014
+1. ngram2vec http://www.aclweb.org/anthology/D17-1023
+1. hin2vec
 
 # option something2something model
-- vec2topic http://arxiv.org/abs/1603.04747
-- character2word http://arxiv.org/abs/1508.02096
-- entity2rec https://enricopal.github.io/enricopal.github.io/publications/Palumbo_Rizzo-RecSys2017.pdf
+1. vec2topic http://arxiv.org/abs/1603.04747
+1. character2word http://arxiv.org/abs/1508.02096
+1. entity2rec https://enricopal.github.io/enricopal.github.io/publications/Palumbo_Rizzo-RecSys2017.pdf
diff --git a/something2vec.md b/something2vec.md
@@ -50,7 +50,7 @@
 - skill2vec https://arxiv.org/abs/1707.09751
 - style2vec https://arxiv.org/abs/1708.04014
 - ngram2vec http://www.aclweb.org/anthology/D17-1023
-- HIN2Vec
+- hin2vec
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -50,6 +50,7 @@
 - skill2vec https://arxiv.org/abs/1707.09751
 - style2vec https://arxiv.org/abs/1708.04014
 - ngram2vec http://www.aclweb.org/anthology/D17-1023
+- HIN2Vec
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -44,7 +44,6 @@
 - net2vec https://arxiv.org/abs/1705.03881
 - sub2vec https://arxiv.org/abs/1702.06921
 - metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
-- struc2vec https://pdfs.semanticscholar.org/4486/9343792f163be6492e3269bf483dca0dc466.pdf
 - concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
 - graph2vec http://arxiv.org/abs/1707.05005
 - doctag2vec https://arxiv.org/abs/1707.04596

diff --git a/something2vec.md b/something2vec.md
@@ -50,6 +50,7 @@
 - doctag2vec https://arxiv.org/abs/1707.04596
 - skill2vec https://arxiv.org/abs/1707.09751
 - style2vec https://arxiv.org/abs/1708.04014
+- ngram2vec http://www.aclweb.org/anthology/D17-1023
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -1,4 +1,4 @@
-# *2vec
+# *2vec papers
 
 - word2vec https://arxiv.org/abs/1310.4546
 - sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053

diff --git a/something2vec.md b/something2vec.md
@@ -53,4 +53,5 @@
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747
-- character2word http://arxiv.org/abs/1508.02096
+- character2word http://arxiv.org/abs/1508.02096
+- entity2rec https://enricopal.github.io/enricopal.github.io/publications/Palumbo_Rizzo-RecSys2017.pdf
diff --git a/something2vec.md b/something2vec.md
@@ -49,7 +49,6 @@
 - graph2vec http://arxiv.org/abs/1707.05005
 - doctag2vec https://arxiv.org/abs/1707.04596
 - skill2vec https://arxiv.org/abs/1707.09751
-- entity2vec https://enricopal.github.io/enricopal.github.io/publications/Palumbo_Rizzo-RecSys2017.pdf
 - style2vec https://arxiv.org/abs/1708.04014
 
 # option something2something model

diff --git a/something2vec.md b/something2vec.md
@@ -49,6 +49,7 @@
 - graph2vec http://arxiv.org/abs/1707.05005
 - doctag2vec https://arxiv.org/abs/1707.04596
 - skill2vec https://arxiv.org/abs/1707.09751
+- entity2vec https://enricopal.github.io/enricopal.github.io/publications/Palumbo_Rizzo-RecSys2017.pdf
 - style2vec https://arxiv.org/abs/1708.04014
 
 # option something2something model

diff --git a/something2vec.md b/something2vec.md
@@ -49,6 +49,7 @@
 - graph2vec http://arxiv.org/abs/1707.05005
 - doctag2vec https://arxiv.org/abs/1707.04596
 - skill2vec https://arxiv.org/abs/1707.09751
+- style2vec https://arxiv.org/abs/1708.04014
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -48,6 +48,7 @@
 - concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
 - graph2vec http://arxiv.org/abs/1707.05005
 - doctag2vec https://arxiv.org/abs/1707.04596
+- skill2vec https://arxiv.org/abs/1707.09751
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -46,6 +46,8 @@
 - metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
 - struc2vec https://pdfs.semanticscholar.org/4486/9343792f163be6492e3269bf483dca0dc466.pdf
 - concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
+- graph2vec http://arxiv.org/abs/1707.05005
+- doctag2vec https://arxiv.org/abs/1707.04596
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -45,6 +45,7 @@
 - sub2vec https://arxiv.org/abs/1702.06921
 - metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
 - struc2vec https://pdfs.semanticscholar.org/4486/9343792f163be6492e3269bf483dca0dc466.pdf
+- concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -43,6 +43,8 @@
 - med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
 - net2vec https://arxiv.org/abs/1705.03881
 - sub2vec https://arxiv.org/abs/1702.06921
+- metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
+- struc2vec https://pdfs.semanticscholar.org/4486/9343792f163be6492e3269bf483dca0dc466.pdf
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -42,6 +42,7 @@
 - struc2vec https://arxiv.org/abs/1704.03165
 - med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
 - net2vec https://arxiv.org/abs/1705.03881
+- sub2vec https://arxiv.org/abs/1702.06921
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -41,6 +41,7 @@
 - paper2vec https://arxiv.org/abs/1703.06587
 - struc2vec https://arxiv.org/abs/1704.03165
 - med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
+- net2vec https://arxiv.org/abs/1705.03881
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -28,6 +28,7 @@
 - novel2vec http://aics2016.ucd.ie/papers/full/AICS_2016_paper_48.pdf
 - emoji2vec http://arxiv.org/abs/1609.08359
 - video2vec https://staff.fnwi.uva.nl/t.e.j.mensink/publications/habibian16pami.pdf
+- video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
 - sen2vec https://arxiv.org/abs/1610.08078
 - content2vec http://104.155.136.4:3000/forum?id=ryTYxh5ll
 - cat2vec http://104.155.136.4:3000/forum?id=HyNxRZ9xg
@@ -40,7 +41,6 @@
 - paper2vec https://arxiv.org/abs/1703.06587
 - struc2vec https://arxiv.org/abs/1704.03165
 - med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
-- video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -40,6 +40,7 @@
 - paper2vec https://arxiv.org/abs/1703.06587
 - struc2vec https://arxiv.org/abs/1704.03165
 - med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
+- video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -1,4 +1,4 @@
-# anothing2vec
+# *2vec
 
 - word2vec https://arxiv.org/abs/1310.4546
 - sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053

diff --git a/something2vec.md b/something2vec.md
@@ -39,6 +39,7 @@
 - pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, ([cited blog](https://medium.com/the-graph/applying-deep-learning-to-related-pins-a6fee3c92f5e#.erb1i5mze))
 - paper2vec https://arxiv.org/abs/1703.06587
 - struc2vec https://arxiv.org/abs/1704.03165
+- med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
 
 # option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.md b/something2vec.md
@@ -1,3 +1,5 @@
+# anothing2vec
+
 - word2vec https://arxiv.org/abs/1310.4546
 - sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053
 - tweet2vec http://arxiv.org/abs/1605.03481
@@ -38,6 +40,6 @@
 - paper2vec https://arxiv.org/abs/1703.06587
 - struc2vec https://arxiv.org/abs/1704.03165
 
-# option anything2anything model
+# option something2something model
 - vec2topic http://arxiv.org/abs/1603.04747
 - character2word http://arxiv.org/abs/1508.02096
diff --git a/something2vec.md b/something2vec.md
@@ -34,7 +34,7 @@
 - POI2vec http://www.ntu.edu.sg/home/boan/papers/AAAI17_Visitor.pdf
 - wang2vec http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf
 - dna2vec https://arxiv.org/abs/1701.06279
-- pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, ([cited blog](https://medium.com/the-graph/applying-deep-learning-to-related-pins-a6fee3c92f5e#.erb1i5mze)
+- pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, ([cited blog](https://medium.com/the-graph/applying-deep-learning-to-related-pins-a6fee3c92f5e#.erb1i5mze))
 - paper2vec https://arxiv.org/abs/1703.06587
 - struc2vec https://arxiv.org/abs/1704.03165
 

diff --git a/something2vec.list → something2vec.md b/something2vec.list → something2vec.md
diff --git a/something2vec.list b/something2vec.list
@@ -36,6 +36,7 @@
 - dna2vec https://arxiv.org/abs/1701.06279
 - pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, ([cited blog](https://medium.com/the-graph/applying-deep-learning-to-related-pins-a6fee3c92f5e#.erb1i5mze)
 - paper2vec https://arxiv.org/abs/1703.06587
+- struc2vec https://arxiv.org/abs/1704.03165
 
 # option anything2anything model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/something2vec.list b/something2vec.list
@@ -35,6 +35,7 @@
 - wang2vec http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf
 - dna2vec https://arxiv.org/abs/1701.06279
 - pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, ([cited blog](https://medium.com/the-graph/applying-deep-learning-to-related-pins-a6fee3c92f5e#.erb1i5mze)
+- paper2vec https://arxiv.org/abs/1703.06587
 
 # option anything2anything model
 - vec2topic http://arxiv.org/abs/1603.04747

diff --git a/anything2vec.list → something2vec.list b/anything2vec.list → something2vec.list