Skip to content

Instantly share code, notes, and snippets.

Embed
What would you like to do?

*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 https://ieeexplore.ieee.org/document/8637423
  36. event2vec https://arxiv.org/pdf/1901.10234.pdf
  37. event2vec http://keg.cs.tsinghua.edu.cn/jietang/publications/PAKDD19-Wang-Tang-event2vec.pdf
  38. event2vec https://link.springer.com/chapter/10.1007/978-3-319-63564-4_3
  39. evolve2vec https://link.springer.com/chapter/10.1007/978-3-030-05710-7_37
  40. feat2vec http://www.josepablogonzalez.com/files/feat2vec.pdf
  41. gat2vec https://link.springer.com/article/10.1007%2Fs00607-018-0622-9
  42. gene2vec https://www.biorxiv.org/content/early/2018/05/19/286096
  43. gl2vec https://arxiv.org/abs/1812.05473
  44. gov2vec http://arxiv.org/abs/1609.06616
  45. graph2vec http://arxiv.org/abs/1707.05005
  46. grasp2vec http://proceedings.mlr.press/v87/jang18a.html
  47. hash2vec http://arxiv.org/abs/1608.08940
  48. hashtag2vec https://www.ijcai.org/proceedings/2018/0480.pdf
  49. hin2vec https://dl.acm.org/citation.cfm?id=3132953
  50. hyperdoc2vec https://arxiv.org/abs/1805.03793
  51. hyperedge2vec https://openreview.net/forum?id=rJ5C67-C-
  52. illustration2vec http://dl.acm.org/citation.cfm?id=2820907
  53. image2vec http://arxiv.org/abs/1507.08818
  54. import2vec https://arxiv.org/abs/1904.03990
  55. inf2vec http://www.ntu.edu.sg/home/arijit.khan/Papers/Inf2Vector_ICDE18.pdf
  56. Inpatient2Vec https://arxiv.org/abs/1904.08558
  57. item2vec http://arxiv.org/abs/1603.04259
  58. lda2vec https://arxiv.org/abs/1605.02019
  59. med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
  60. mego2vec https://dl.acm.org/citation.cfm?id=3271705
  61. mention2vec https://arxiv.org/abs/1612.02706
  62. meta-prod2vec http://arxiv.org/abs/1607.07326
  63. metagraph2vec https://arxiv.org/abs/1803.02533
  64. metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
  65. mol2vec https://pubs.acs.org/doi/10.1021/acs.jcim.7b00616
  66. mvn2vec https://arxiv.org/abs/1801.06597
  67. net2vec https://arxiv.org/abs/1705.03881
  68. net2vec https://arxiv.org/abs/1801.03454
  69. ngram2vec http://www.aclweb.org/anthology/D17-1023
  70. node2vec http://www.kdd.org/kdd2016/papers/files/Paper_218.pdf
  71. novel2vec http://aics2016.ucd.ie/papers/full/AICS_2016_paper_48.pdf
  72. onto2vec https://arxiv.org/abs/1802.00864
  73. pair2vec https://arxiv.org/abs/1810.08854
  74. paper2vec https://arxiv.org/abs/1703.06587
  75. patient2vec https://arxiv.org/abs/1810.04793
  76. people2vec https://link.springer.com/chapter/10.1007/978-3-319-93372-6_17
  77. phosContext2vec https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974293/
  78. pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, (cited blog)
  79. place2vec https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/225625/41_gao.pdf?sequence=3
  80. poi2vec http://www.ntu.edu.sg/home/boan/papers/AAAI17_Visitor.pdf
  81. prob2vec https://openreview.net/forum?id=SJl8gnAqtX
  82. prod2vec http://dl.acm.org/citation.cfm?id=2788627
  83. pykg2vec https://arxiv.org/abs/1906.04239
  84. query2vec http://www.cs.cmu.edu/~dongyeok/papers/query2vec_v0.2.pdf
  85. rdf2vec http://iswc2016.semanticweb.org/pages/program/accepted-papers.html#research_ristoski_32
  86. record2vec (ICDM 2018)
  87. resource2vec https://www.sciencedirect.com/science/article/pii/S0957417418303865
  88. role2vec https://arxiv.org/abs/1802.02896
  89. sac2vec https://arxiv.org/abs/1804.10363
  90. sen2vec https://arxiv.org/abs/1610.08078
  91. sense2vec http://arxiv.org/abs/1511.06388
  92. sent2vec http://aclweb.org/anthology/N18-1049
  93. sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053
  94. shape2vec https://dl.acm.org/citation.cfm?id=2980253
  95. skill2vec https://arxiv.org/abs/1707.09751
  96. sound-word2vec https://arxiv.org/abs/1703.01720
  97. spam2vec https://dl.acm.org/citation.cfm?id=3186930
  98. speech2vec https://arxiv.org/abs/1803.08976
  99. struc2vec https://arxiv.org/abs/1704.03165
  100. style2vec https://arxiv.org/abs/1708.04014
  101. sub2vec http://people.cs.vt.edu/~bijaya/papers/sub2vecPAKDD2018.pdf
  102. sub2vec https://arxiv.org/abs/1702.06921
  103. subgraph2vec http://arxiv.org/abs/1606.08928
  104. table2vec https://brage.bibsys.no/xmlui/bitstream/handle/11250/2564418/Deng_Li.pdf
  105. tag2vec http://ktsaurabh.weebly.com/uploads/3/1/7/8/31783965/distributed_representations_for_content-based_and_personalized_tag_recommendation.pdf
  106. tag2vec https://arxiv.org/abs/1905.03041
  107. task2vec https://arxiv.org/abs/1902.03545
  108. tax2vec https://arxiv.org/abs/1902.00438
  109. tile2vec https://arxiv.org/abs/1805.02855
  110. time2vec https://arxiv.org/abs/1907.05321
  111. topic2vec http://arxiv.org/abs/1506.08422
  112. tweet2vec http://arxiv.org/abs/1605.03481
  113. tweet2vec https://arxiv.org/abs/1607.07514
  114. video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
  115. video2vec https://staff.fnwi.uva.nl/t.e.j.mensink/publications/habibian16pami.pdf
  116. wang2vec http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf
  117. wav2vec https://arxiv.org/abs/1904.05862
  118. wikipedia2vec https://arxiv.org/abs/1812.06280
  119. word2vec https://arxiv.org/abs/1310.4546
  120. wordnet2vec http://arxiv.org/abs/1606.03335
  121. word-node2ve https://aclweb.org/anthology/papers/N/N19/N19-1109/
  122. (batter|pitcher)2vec http://www.sloansportsconference.com/wp-content/uploads/2018/02/1008.pdf
@nzw0301

This comment has been minimized.

Copy link
Owner Author

commented Feb 27, 2017

@IsaacChanghau

This comment has been minimized.

Copy link

commented Apr 24, 2017

@nzw0301

This comment has been minimized.

Copy link
Owner Author

commented Apr 26, 2017

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

@nzw0301

This comment has been minimized.

Copy link
Owner Author

commented Aug 15, 2017

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

@penghts

This comment has been minimized.

Copy link

commented Oct 12, 2017

@italoPontes

This comment has been minimized.

@nzw0301

This comment has been minimized.

Copy link
Owner Author

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.

@hhchen1105

This comment has been minimized.

@nzw0301

This comment has been minimized.

Copy link
Owner Author

commented Aug 23, 2018

Thank you for sharing your great work, @hhchen1105 !

@zhizhid

This comment has been minimized.

@nzw0301

This comment has been minimized.

Copy link
Owner Author

commented Oct 9, 2018

Thank you for sharing! @zhizhid

@alberduris

This comment has been minimized.

Copy link

commented Oct 26, 2018

It's lacking an essential one!

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

@nzw0301

This comment has been minimized.

Copy link
Owner Author

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.

@KeepingItClassy

This comment has been minimized.

Copy link

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.

@swframe

This comment has been minimized.

Copy link

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

@sparklingdataocean

This comment has been minimized.

Copy link

commented Jan 26, 2019

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

@pasqLisena

This comment has been minimized.

Copy link

commented Feb 4, 2019

You are missing SPARQL2vec

@ufijuice

This comment has been minimized.

Copy link

commented Mar 12, 2019

@hridaydutta123

This comment has been minimized.

Copy link

commented Aug 15, 2019

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
You can’t perform that action at this time.