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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. attribute2vec https://arxiv.org/abs/2004.01375
  5. author2vec http://dl.acm.org/citation.cfm?id=2889382
  6. baller2vec https://arxiv.org/abs/2102.03291
  7. bb2vec https://arxiv.org/abs/1809.09621
  8. behavior2vec https://dl.acm.org/citation.cfm?id=3184454
  9. bin2vec https://arxiv.org/abs/2002.03388
  10. block2vec https://arxiv.org/abs/2106.10155
  11. care2vec https://arxiv.org/abs/1812.00715
  12. cat2vec https://openreview.net/forum?id=HyNxRZ9xg
  13. category2vec http://www.anlp.jp/proceedings/annual_meeting/2015/pdf_dir/C4-3.pdf
  14. chess2vec http://www.berkkapicioglu.com/wp-content/uploads/2018/11/chess2vec_nips_2018_short.pdf
  15. code2vec https://arxiv.org/abs/1803.09473
  16. command2vec https://link.springer.com/chapter/10.1007/978-981-16-5983-6_5
  17. concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
  18. confusion2vec https://arxiv.org/abs/1811.03199
  19. content2vec http://104.155.136.4:3000/forum?id=ryTYxh5ll
  20. context2vec http://u.cs.biu.ac.il/~melamuo/publications/context2vec_conll16.pdf
  21. cw2vec http://www.statnlp.org/wp-content/uploads/papers/2018/cw2vec/cw2vec.pdf
  22. data2vec https://scontent-nrt1-1.xx.fbcdn.net/v/t39.8562-6/271974914_483120576492438_4239522333319653600_n.pdf?_nc_cat=107&ccb=1-5&_nc_sid=ae5e01&_nc_ohc=HLSTIdOnYI4AX-Bkly5&_nc_ht=scontent-nrt1-1.xx&oh=00_AT8lp1CvKU-j_vNfXHlbYqoiQ9j0kAtwysle6SeuBB-KNA&oe=61EE0911
  23. dev2vec https://arxiv.org/abs/2207.05132
  24. dict2vec http://aclweb.org/anthology/D17-1024
  25. diet2vec https://arxiv.org/abs/1612.00388
  26. diff2vec http://homepages.inf.ed.ac.uk/s1668259/papers/sequence.pdf
  27. dna2vec https://arxiv.org/abs/1701.06279
  28. doc2sent2vec http://research.microsoft.com/apps/pubs/default.aspx?id=264430
  29. doctag2vec https://arxiv.org/abs/1707.04596
  30. drive2vec https://arxiv.org/abs/1806.04795
  31. driver2vec https://kdd-milets.github.io/milets2020/papers/MiLeTS2020_paper_17.pdf
  32. dylink2vec https://arxiv.org/abs/1804.05755
  33. dyn2vec https://csce.ucmss.com/cr/books/2018/LFS/CSREA2018/ICD8013.pdf
  34. dyngraph2vec https://arxiv.org/abs/1809.02657
  35. dynnode2vec https://arxiv.org/abs/1812.02356
  36. edge2vec http://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2849/2380
  37. edge2vec https://arxiv.org/abs/1804.06111
  38. edge2vec https://arxiv.org/abs/1809.02269
  39. eeg2vec https://arxiv.org/abs/2207.08002
  40. emoji2vec http://arxiv.org/abs/1609.08359
  41. entity2vec http://nlp.cs.rpi.edu/paper/embedding2017.pdf
  42. event2vec https://dl.acm.org/citation.cfm?id=3210136
  43. event2vec https://ieeexplore.ieee.org/document/8637423
  44. event2vec https://arxiv.org/pdf/1901.10234.pdf
  45. event2vec http://keg.cs.tsinghua.edu.cn/jietang/publications/PAKDD19-Wang-Tang-event2vec.pdf
  46. event2vec https://link.springer.com/chapter/10.1007/978-3-319-63564-4_3
  47. evolve2vec https://link.springer.com/chapter/10.1007/978-3-030-05710-7_37
  48. feat2vec http://www.josepablogonzalez.com/files/feat2vec.pdf
  49. feature2vec https://arxiv.org/abs/1908.11439
  50. gat2vec https://link.springer.com/article/10.1007%2Fs00607-018-0622-9
  51. gene2vec https://www.biorxiv.org/content/early/2018/05/19/286096
  52. gl2vec https://arxiv.org/abs/1812.05473
  53. gov2vec http://arxiv.org/abs/1609.06616
  54. graph2vec http://arxiv.org/abs/1707.05005
  55. grasp2vec http://proceedings.mlr.press/v87/jang18a.html
  56. gtfs2vec https://arxiv.org/abs/2111.00960
  57. hash2vec http://arxiv.org/abs/1608.08940
  58. hashtag2vec https://www.ijcai.org/proceedings/2018/0480.pdf
  59. hin2vec https://dl.acm.org/citation.cfm?id=3132953
  60. hotel2vec https://arxiv.org/abs/1910.03943
  61. hyperdoc2vec https://arxiv.org/abs/1805.03793
  62. hyperedge2vec https://openreview.net/forum?id=rJ5C67-C-
  63. illustration2vec http://dl.acm.org/citation.cfm?id=2820907
  64. im2vec http://geometry.cs.ucl.ac.uk/projects/2020/Im2Vec/paper_docs/paper.pdf
  65. image2vec http://arxiv.org/abs/1507.08818
  66. import2vec https://arxiv.org/abs/1904.03990
  67. inf2vec http://www.ntu.edu.sg/home/arijit.khan/Papers/Inf2Vector_ICDE18.pdf
  68. Inpatient2Vec https://arxiv.org/abs/1904.08558
  69. item2vec http://arxiv.org/abs/1603.04259
  70. lda2vec https://arxiv.org/abs/1605.02019
  71. med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
  72. mego2vec https://dl.acm.org/citation.cfm?id=3271705
  73. mem2vec https://aclanthology.org/D18-1173/
  74. mention2vec https://arxiv.org/abs/1612.02706
  75. meta-prod2vec http://arxiv.org/abs/1607.07326
  76. metagraph2vec https://arxiv.org/abs/1803.02533
  77. metagenome2vec https://arxiv.org/abs/2111.08001
  78. metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
  79. mol2vec https://pubs.acs.org/doi/10.1021/acs.jcim.7b00616
  80. mvn2vec https://arxiv.org/abs/1801.06597
  81. neighbor2vec https://arxiv.org/abs/2201.02626
  82. net2vec https://arxiv.org/abs/1705.03881
  83. net2vec https://arxiv.org/abs/1801.03454
  84. neuro2vec https://arxiv.org/abs/2204.12440
  85. news2vec https://aclanthology.org/D19-1490/
  86. ngram2vec http://www.aclweb.org/anthology/D17-1023
  87. node2vec http://www.kdd.org/kdd2016/papers/files/Paper_218.pdf
  88. novel2vec http://aics2016.ucd.ie/papers/full/AICS_2016_paper_48.pdf
  89. onto2vec https://arxiv.org/abs/1802.00864
  90. owl2vec* https://link.springer.com/article/10.1007%2Fs10994-021-05997-6
  91. pair2vec https://arxiv.org/abs/1810.08854
  92. paper2vec https://arxiv.org/abs/1703.06587
  93. patient2vec https://arxiv.org/abs/1810.04793
  94. people2vec https://link.springer.com/chapter/10.1007/978-3-319-93372-6_17
  95. persona2vec https://arxiv.org/abs/2006.04941
  96. phosContext2vec https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974293/
  97. pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, (cited blog)
  98. place2vec https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/225625/41_gao.pdf?sequence=3
  99. plan2vec https://openreview.net/pdf?id=Bye6weHFvB
  100. poi2vec http://www.ntu.edu.sg/home/boan/papers/AAAI17_Visitor.pdf
  101. prob2vec https://openreview.net/forum?id=SJl8gnAqtX
  102. prod2vec http://dl.acm.org/citation.cfm?id=2788627
  103. pwm2vec https://arxiv.org/abs/2201.02273
  104. pykg2vec https://arxiv.org/abs/1906.04239
  105. pyRDF2vec https://arxiv.org/abs/2205.02283
  106. query2vec http://www.cs.cmu.edu/~dongyeok/papers/query2vec_v0.2.pdf
  107. query2prod2vec https://arxiv.org/abs/2104.02061
  108. rdf2vec http://iswc2016.semanticweb.org/pages/program/accepted-papers.html#research_ristoski_32
  109. recipe2vec https://arxiv.org/abs/2205.12396
  110. record2vec https://ieeexplore.ieee.org/document/8594974
  111. residual2vec https://arxiv.org/abs/2110.07654
  112. resource2vec https://www.sciencedirect.com/science/article/pii/S0957417418303865
  113. rn2vec https://www3.nd.edu/~dial/publications/tian2021RecipeRepresentationLearning.pdf
  114. road2Vec https://www.mdpi.com/2220-9964/6/11/321
  115. role2vec https://arxiv.org/abs/1802.02896
  116. sac2vec https://arxiv.org/abs/1804.10363
  117. screen2vec https://arxiv.org/abs/2101.11103
  118. sen2vec https://arxiv.org/abs/1610.08078
  119. sense2vec http://arxiv.org/abs/1511.06388
  120. sent2vec http://aclweb.org/anthology/N18-1049
  121. sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053
  122. shape2vec https://dl.acm.org/citation.cfm?id=2980253
  123. skill2vec https://arxiv.org/abs/1707.09751
  124. SNP2vec https://arxiv.org/abs/2204.06699
  125. sound-word2vec https://arxiv.org/abs/1703.01720
  126. spam2vec https://dl.acm.org/citation.cfm?id=3186930
  127. speech2vec https://arxiv.org/abs/1803.08976
  128. sphere2Vec https://openreview.net/forum?id=FS0XKbpkdOu
  129. st2vec https://arxiv.org/abs/2112.09339
  130. star2vec https://arxiv.org/abs/1910.10763
  131. stock2vec https://arxiv.org/abs/2201.11290
  132. struc2vec https://arxiv.org/abs/1704.03165
  133. style2vec https://arxiv.org/abs/1708.04014
  134. sub2vec http://people.cs.vt.edu/~bijaya/papers/sub2vecPAKDD2018.pdf
  135. sub2vec https://arxiv.org/abs/1702.06921
  136. subgraph2vec http://arxiv.org/abs/1606.08928
  137. table2vec https://arxiv.org/abs/1906.00041
  138. table2vec https://arxiv.org/abs/2112.01830
  139. tag2vec http://ktsaurabh.weebly.com/uploads/3/1/7/8/31783965/distributed_representations_for_content-based_and_personalized_tag_recommendation.pdf
  140. tag2vec https://arxiv.org/abs/1905.03041
  141. task2vec https://arxiv.org/abs/1902.03545
  142. tax2vec https://arxiv.org/abs/1902.00438
  143. tile2vec https://arxiv.org/abs/1805.02855
  144. time2vec https://arxiv.org/abs/1907.05321
  145. topic2vec http://arxiv.org/abs/1506.08422
  146. trial2vec https://arxiv.org/abs/2206.14719
  147. tweet2vec http://arxiv.org/abs/1605.03481
  148. tweet2vec https://arxiv.org/abs/1607.07514
  149. video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
  150. video2vec https://staff.fnwi.uva.nl/t.e.j.mensink/publications/habibian16pami.pdf
  151. voxel2vec https://arxiv.org/abs/2207.02565
  152. vq-wav2vec https://openreview.net/forum?id=rylwJxrYDS
  153. wang2vec http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf
  154. wav2vec https://arxiv.org/abs/1904.05862
  155. wikipedia2vec https://arxiv.org/abs/1812.06280
  156. word2vec https://arxiv.org/abs/1310.4546
  157. wordnet2vec http://arxiv.org/abs/1606.03335
  158. word-node2ve https://aclweb.org/anthology/papers/N/N19/N19-1109/
  159. (batter|pitcher)2vec http://www.sloansportsconference.com/wp-content/uploads/2018/02/1008.pdf
@nzw0301
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nzw0301 commented Feb 27, 2017

@IsaacChanghau
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IsaacChanghau commented Apr 24, 2017

@nzw0301
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nzw0301 commented Apr 26, 2017

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

@nzw0301
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nzw0301 commented Aug 15, 2017

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

@penghts
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penghts commented Oct 12, 2017

@italoPontes
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italoPontes commented May 22, 2018

@nzw0301
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nzw0301 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
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hhchen1105 commented Aug 9, 2018

@nzw0301
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nzw0301 commented Aug 23, 2018

Thank you for sharing your great work, @hhchen1105 !

@zhizhid
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zhizhid commented Sep 26, 2018

@nzw0301
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nzw0301 commented Oct 9, 2018

Thank you for sharing! @zhizhid

@alberduris
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alberduris commented Oct 26, 2018

It's lacking an essential one!

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

@nzw0301
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nzw0301 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
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KeepingItClassy 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
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swframe 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
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sparklingdataocean commented Jan 26, 2019

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

@pasqLisena
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pasqLisena commented Feb 4, 2019

You are missing SPARQL2vec

@ufijuice
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ufijuice commented Mar 12, 2019

@hridaydutta123
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hridaydutta123 commented Aug 15, 2019

@floria618
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floria618 commented Sep 20, 2020

@nzw0301
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nzw0301 commented Sep 20, 2020

@floria618 Thank you for letting me know road2vec! I have added it to this list!

@kargaranamir
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kargaranamir commented Dec 18, 2021

@kargaranamir
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kargaranamir commented Dec 18, 2021

@nzw0301
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nzw0301 commented Dec 18, 2021

@kargaranamir I've added them to the list. Thank you for letting me know them!

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