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*2vec papers

  1. act2vec, trace2vec, log2vec, model2vec https://link.springer.com/chapter/10.1007/978-3-319-98648-7_18
  2. apk2vec https://arxiv.org/abs/1809.05693
  3. app2vec http://paul.rutgers.edu/~qma/research/ma_app2vec.pdf
  4. author2vec http://dl.acm.org/citation.cfm?id=2889382
  5. bb2vec https://arxiv.org/abs/1809.09621
  6. behavior2vec https://dl.acm.org/citation.cfm?id=3184454
  7. care2vec https://arxiv.org/abs/1812.00715
  8. cat2vec http://104.155.136.4:3000/forum?id=HyNxRZ9xg
  9. category2vec http://www.anlp.jp/proceedings/annual_meeting/2015/pdf_dir/C4-3.pdf
  10. chess2vec http://www.berkkapicioglu.com/wp-content/uploads/2018/11/chess2vec_nips_2018_short.pdf
  11. code2vec https://arxiv.org/abs/1803.09473
  12. concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
  13. confusion2vec https://arxiv.org/abs/1811.03199
  14. content2vec http://104.155.136.4:3000/forum?id=ryTYxh5ll
  15. context2vec http://u.cs.biu.ac.il/~melamuo/publications/context2vec_conll16.pdf
  16. cw2vec http://www.statnlp.org/wp-content/uploads/papers/2018/cw2vec/cw2vec.pdf
  17. cw2vec https://github.com/ShelsonCao/cw2vec/blob/master/cw2vec.pdf
  18. dict2vec http://aclweb.org/anthology/D17-1024
  19. diet2vec https://arxiv.org/abs/1612.00388
  20. diff2vec http://homepages.inf.ed.ac.uk/s1668259/papers/sequence.pdf
  21. dna2vec https://arxiv.org/abs/1701.06279
  22. doc2sent2vec http://research.microsoft.com/apps/pubs/default.aspx?id=264430
  23. doctag2vec https://arxiv.org/abs/1707.04596
  24. drive2vec https://arxiv.org/abs/1806.04795
  25. dylink2vec https://arxiv.org/abs/1804.05755
  26. dyn2vec https://csce.ucmss.com/cr/books/2018/LFS/CSREA2018/ICD8013.pdf
  27. dyngraph2vec https://arxiv.org/abs/1809.02657
  28. dynnode2vec https://arxiv.org/abs/1812.02356
  29. edge2vec http://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2849/2380
  30. edge2vec https://arxiv.org/abs/1804.06111
  31. edge2vec https://arxiv.org/abs/1809.02269
  32. emoji2vec http://arxiv.org/abs/1609.08359
  33. entity2vec http://nlp.cs.rpi.edu/paper/embedding2017.pdf
  34. event2vec https://dl.acm.org/citation.cfm?id=3210136
  35. event2vec (GRLA 2018)
  36. evolve2vec https://link.springer.com/chapter/10.1007/978-3-030-05710-7_37
  37. feat2vec https://openreview.net/forum?id=rkZzY-lCb&noteId=BJqM81pBG
  38. gat2vec https://link.springer.com/article/10.1007%2Fs00607-018-0622-9
  39. gene2vec https://www.biorxiv.org/content/early/2018/05/19/286096
  40. gl2vec https://arxiv.org/abs/1812.05473
  41. gov2vec http://arxiv.org/abs/1609.06616
  42. graph2vec http://arxiv.org/abs/1707.05005
  43. grasp2vec http://proceedings.mlr.press/v87/jang18a.html
  44. hash2vec http://arxiv.org/abs/1608.08940
  45. hashtag2vec https://www.ijcai.org/proceedings/2018/0480.pdf
  46. hin2vec https://dl.acm.org/citation.cfm?id=3132953
  47. hyperdoc2vec https://arxiv.org/abs/1805.03793
  48. hyperedge2vec https://openreview.net/forum?id=rJ5C67-C-
  49. illustration2vec http://dl.acm.org/citation.cfm?id=2820907
  50. image2vec http://arxiv.org/abs/1507.08818
  51. import2vec https://arxiv.org/abs/1904.03990
  52. inf2vec http://www.ntu.edu.sg/home/arijit.khan/Papers/Inf2Vector_ICDE18.pdf
  53. Inpatient2Vec https://arxiv.org/abs/1904.08558
  54. item2vec http://arxiv.org/abs/1603.04259
  55. lda2vec https://arxiv.org/abs/1605.02019
  56. med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
  57. mego2vec https://dl.acm.org/citation.cfm?id=3271705
  58. mention2vec https://arxiv.org/abs/1612.02706
  59. meta-prod2vec http://arxiv.org/abs/1607.07326
  60. metagraph2vec https://arxiv.org/abs/1803.02533
  61. metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
  62. mol2vec https://pubs.acs.org/doi/10.1021/acs.jcim.7b00616
  63. mvn2vec https://arxiv.org/abs/1801.06597
  64. net2vec https://arxiv.org/abs/1705.03881
  65. net2vec https://arxiv.org/abs/1801.03454
  66. ngram2vec http://www.aclweb.org/anthology/D17-1023
  67. node2vec http://www.kdd.org/kdd2016/papers/files/Paper_218.pdf
  68. novel2vec http://aics2016.ucd.ie/papers/full/AICS_2016_paper_48.pdf
  69. onto2vec https://arxiv.org/abs/1802.00864
  70. pair2vec https://arxiv.org/abs/1810.08854
  71. paper2vec https://arxiv.org/abs/1703.06587
  72. patient2vec https://arxiv.org/abs/1810.04793
  73. people2vec https://link.springer.com/chapter/10.1007/978-3-319-93372-6_17
  74. phosContext2vec https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974293/
  75. pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, (cited blog)
  76. place2vec https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/225625/41_gao.pdf?sequence=3
  77. poi2vec http://www.ntu.edu.sg/home/boan/papers/AAAI17_Visitor.pdf
  78. prob2vec https://openreview.net/forum?id=SJl8gnAqtX
  79. prod2vec http://dl.acm.org/citation.cfm?id=2788627
  80. query2vec http://www.cs.cmu.edu/~dongyeok/papers/query2vec_v0.2.pdf
  81. rdf2vec http://iswc2016.semanticweb.org/pages/program/accepted-papers.html#research_ristoski_32
  82. record2vec (ICDM 2018)
  83. resource2vec https://www.sciencedirect.com/science/article/pii/S0957417418303865
  84. role2vec https://arxiv.org/abs/1802.02896
  85. sac2vec https://arxiv.org/abs/1804.10363
  86. sen2vec https://arxiv.org/abs/1610.08078
  87. sense2vec http://arxiv.org/abs/1511.06388
  88. sent2vec http://aclweb.org/anthology/N18-1049
  89. sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053
  90. skill2vec https://arxiv.org/abs/1707.09751
  91. sound-word2vec https://arxiv.org/abs/1703.01720
  92. spam2vec https://dl.acm.org/citation.cfm?id=3186930
  93. speech2vec https://arxiv.org/abs/1803.08976
  94. struc2vec https://arxiv.org/abs/1704.03165
  95. style2vec https://arxiv.org/abs/1708.04014
  96. sub2vec http://people.cs.vt.edu/~bijaya/papers/sub2vecPAKDD2018.pdf
  97. sub2vec https://arxiv.org/abs/1702.06921
  98. subgraph2vec http://arxiv.org/abs/1606.08928
  99. table2vec https://brage.bibsys.no/xmlui/bitstream/handle/11250/2564418/Deng_Li.pdf
  100. tag2vec http://ktsaurabh.weebly.com/uploads/3/1/7/8/31783965/distributed_representations_for_content-based_and_personalized_tag_recommendation.pdf
  101. tag2vec The web conf 2019
  102. task2vec https://arxiv.org/abs/1902.03545
  103. tax2vec https://arxiv.org/abs/1902.00438
  104. tile2vec https://arxiv.org/abs/1805.02855
  105. topic2vec http://arxiv.org/abs/1506.08422
  106. tweet2vec http://arxiv.org/abs/1605.03481
  107. tweet2vec https://arxiv.org/abs/1607.07514
  108. video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
  109. video2vec https://staff.fnwi.uva.nl/t.e.j.mensink/publications/habibian16pami.pdf
  110. wang2vec http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf
  111. wav2vec https://arxiv.org/abs/1904.05862
  112. wikipedia2vec https://arxiv.org/abs/1812.06280
  113. word2vec https://arxiv.org/abs/1310.4546
  114. wordnet2vec http://arxiv.org/abs/1606.03335
  115. (batter|pitcher)2vec http://www.sloansportsconference.com/wp-content/uploads/2018/02/1008.pdf
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commented Feb 27, 2017

@IsaacChanghau

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commented Apr 24, 2017

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commented Apr 26, 2017

I added another video2vec to this list, thank you, @IsaacChanghau

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commented Aug 15, 2017

Thank you for sharing your great work, @enricopal!
I added entity2vec to my list.

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commented Oct 12, 2017

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commented Jun 12, 2018

Thank you @italoPontes for your information! I added Sound-Word2Vec into the list. I cannot find the Music2vec paper, so I did not add it.

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commented Aug 23, 2018

Thank you for sharing your great work, @hhchen1105 !

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commented Oct 9, 2018

Thank you for sharing! @zhizhid

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commented Oct 26, 2018

It's lacking an essential one!

StarSpace: Embed All The Things! - https://arxiv.org/abs/1709.03856

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commented Nov 11, 2018

@alberduris Thank you for your comment! Starspace is also an embedding algorithm, but it is not named *2vec by the paper and the library. So I cannot add it to this list.

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commented Dec 13, 2018

AWS SageMaker has object2vec: https://docs.aws.amazon.com/sagemaker/latest/dg/object2vec-howitworks.html

Looks like you need labeled data to train it though, so I'm not sure it's really in the spirit of 2vec.

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commented Dec 14, 2018

DeepVoxels doesn't call itself Voxel2Vec but the paper title is "DeepVoxels: Learning Persistent 3D Feature Embeddings".
https://arxiv.org/pdf/1812.01024.pdf

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commented Jan 26, 2019

Potential bridge between *2vec and graphs:
http://sparklingdataocean.com/2017/09/06/w2vTrain/

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commented Feb 4, 2019

You are missing SPARQL2vec

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commented Mar 12, 2019

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