something2vec.md

*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. ast2vec https://arxiv.org/abs/2103.11614
5. attribute2vec https://arxiv.org/abs/2004.01375
6. author2vec http://dl.acm.org/citation.cfm?id=2889382
7. baller2vec https://arxiv.org/abs/2102.03291
8. bb2vec https://arxiv.org/abs/1809.09621
9. behavior2vec https://dl.acm.org/citation.cfm?id=3184454
10. beer2vec https://arxiv.org/abs/2208.04223
11. bike2vec https://arxiv.org/abs/2305.10471
12. bin2vec https://arxiv.org/abs/2002.03388
13. binimg2vec https://arxiv.org/abs/2209.00782
14. BioSequence2vec https://arxiv.org/abs/2304.00291
15. block2vec https://arxiv.org/abs/2106.10155
16. care2vec https://arxiv.org/abs/1812.00715
17. cat2vec https://openreview.net/forum?id=HyNxRZ9xg
18. category2vec http://www.anlp.jp/proceedings/annual_meeting/2015/pdf_dir/C4-3.pdf
19. cell2vec https://ieeexplore.ieee.org/document/9671972
20. chess2vec http://www.berkkapicioglu.com/wp-content/uploads/2018/11/chess2vec_nips_2018_short.pdf
21. code2vec https://arxiv.org/abs/1803.09473
22. column2vec https://arxiv.org/abs/1903.08621
23. command2vec https://link.springer.com/chapter/10.1007/978-981-16-5983-6_5
24. concept2vec http://knoesis.cs.wright.edu/sites/default/files/Concept2vec__Evaluating_Quality_of_Embeddings_for_OntologicalConcepts%20%284%29.pdf
25. confusion2vec https://arxiv.org/abs/1811.03199
26. content2vec http://104.155.136.4:3000/forum?id=ryTYxh5ll
27. context2vec http://u.cs.biu.ac.il/~melamuo/publications/context2vec_conll16.pdf
28. cw2vec http://www.statnlp.org/wp-content/uploads/papers/2018/cw2vec/cw2vec.pdf
29. 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
30. dev2vec https://arxiv.org/abs/2207.05132
31. dict2vec http://aclweb.org/anthology/D17-1024
32. diet2vec https://arxiv.org/abs/1612.00388
33. diff2vec http://homepages.inf.ed.ac.uk/s1668259/papers/sequence.pdf
34. dna2vec https://arxiv.org/abs/1701.06279
35. doc2sent2vec http://research.microsoft.com/apps/pubs/default.aspx?id=264430 25 doe2vec https://arxiv.org/abs/2304.01219
36. doctag2vec https://arxiv.org/abs/1707.04596
37. DyG2vec https://arxiv.org/abs/2210.16906
38. drive2vec https://arxiv.org/abs/1806.04795
39. driver2vec https://kdd-milets.github.io/milets2020/papers/MiLeTS2020_paper_17.pdf
40. dylink2vec https://arxiv.org/abs/1804.05755
41. dyn2vec https://csce.ucmss.com/cr/books/2018/LFS/CSREA2018/ICD8013.pdf
42. dyngraph2vec https://arxiv.org/abs/1809.02657
43. dynnode2vec https://arxiv.org/abs/1812.02356
44. edge2vec http://www.cys.cic.ipn.mx/ojs/index.php/CyS/article/view/2849/2380
45. edge2vec https://arxiv.org/abs/1804.06111
46. edge2vec https://arxiv.org/abs/1809.02269
47. eeg2vec https://arxiv.org/abs/2207.08002
48. emoji2vec http://arxiv.org/abs/1609.08359
49. entity2vec http://nlp.cs.rpi.edu/paper/embedding2017.pdf
50. event2vec https://dl.acm.org/citation.cfm?id=3210136
51. event2vec https://ieeexplore.ieee.org/document/8637423
52. event2vec https://arxiv.org/pdf/1901.10234.pdf
53. event2vec http://keg.cs.tsinghua.edu.cn/jietang/publications/PAKDD19-Wang-Tang-event2vec.pdf
54. event2vec https://link.springer.com/chapter/10.1007/978-3-319-63564-4_3
55. evolve2vec https://link.springer.com/chapter/10.1007/978-3-030-05710-7_37
56. feat2vec http://www.josepablogonzalez.com/files/feat2vec.pdf
57. feature2vec https://arxiv.org/abs/1908.11439
58. gat2vec https://link.springer.com/article/10.1007%2Fs00607-018-0622-9
59. gene2vec https://www.biorxiv.org/content/early/2018/05/19/286096
60. gl2vec https://arxiv.org/abs/1812.05473
61. gov2vec http://arxiv.org/abs/1609.06616
62. graph2vec http://arxiv.org/abs/1707.05005
63. grasp2vec http://proceedings.mlr.press/v87/jang18a.html
64. gtfs2vec https://arxiv.org/abs/2111.00960
65. hash2vec http://arxiv.org/abs/1608.08940
66. hashtag2vec https://www.ijcai.org/proceedings/2018/0480.pdf
67. hin2vec https://dl.acm.org/citation.cfm?id=3132953
68. highway2vec https://arxiv.org/abs/2304.13865
69. hotel2vec https://arxiv.org/abs/1910.03943
70. hyperdoc2vec https://arxiv.org/abs/1805.03793
71. hyperedge2vec https://openreview.net/forum?id=rJ5C67-C-
72. illustration2vec http://dl.acm.org/citation.cfm?id=2820907
73. im2vec http://geometry.cs.ucl.ac.uk/projects/2020/Im2Vec/paper_docs/paper.pdf
74. image2vec http://arxiv.org/abs/1507.08818
75. import2vec https://arxiv.org/abs/1904.03990
76. inf2vec http://www.ntu.edu.sg/home/arijit.khan/Papers/Inf2Vector_ICDE18.pdf
77. Inpatient2Vec https://arxiv.org/abs/1904.08558
78. item2vec http://arxiv.org/abs/1603.04259
79. lda2vec https://arxiv.org/abs/1605.02019
80. llm2vec https://arxiv.org/abs/2404.05961
81. map-music2vec https://arxiv.org/abs/2212.02508
82. med2vec http://www.kdd.org/kdd2016/papers/files/rpp0303-choiA.pdf
83. mego2vec https://dl.acm.org/citation.cfm?id=3271705
84. mem2vec https://aclanthology.org/D18-1173/
85. mention2vec https://arxiv.org/abs/1612.02706
86. meta-prod2vec http://arxiv.org/abs/1607.07326
87. metagraph2vec https://arxiv.org/abs/1803.02533
88. metagenome2vec https://arxiv.org/abs/2111.08001
89. metapath2vec https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
90. mol2vec https://pubs.acs.org/doi/10.1021/acs.jcim.7b00616
91. mvn2vec https://arxiv.org/abs/1801.06597
92. neighbor2vec https://arxiv.org/abs/2201.02626
93. net2vec https://arxiv.org/abs/1705.03881
94. net2vec https://arxiv.org/abs/1801.03454
95. neuro2vec https://arxiv.org/abs/2204.12440
96. news2vec https://aclanthology.org/D19-1490/
97. ngram2vec http://www.aclweb.org/anthology/D17-1023
98. node2vec http://www.kdd.org/kdd2016/papers/files/Paper_218.pdf
99. novel2vec http://aics2016.ucd.ie/papers/full/AICS_2016_paper_48.pdf
100. onto2vec https://arxiv.org/abs/1802.00864
101. owl2vec* https://link.springer.com/article/10.1007%2Fs10994-021-05997-6
102. pair2vec https://arxiv.org/abs/1810.08854
103. paper2vec https://arxiv.org/abs/1703.06587
104. patient2vec https://arxiv.org/abs/1810.04793
105. pcd2vec https://arxiv.org/abs/2304.06731
106. people2vec https://link.springer.com/chapter/10.1007/978-3-319-93372-6_17
107. persona2vec https://arxiv.org/abs/2006.04941
108. phase2vec https://arxiv.org/abs/2212.03857
109. phosContext2vec https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974293/
110. phylo2vec https://arxiv.org/abs/2304.12693
111. pin2vec https://labs.pinterest.com/assets/paper/p2p-www17.pdf, (cited blog)
112. place2vec https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/225625/41_gao.pdf?sequence=3
113. plan2vec https://openreview.net/pdf?id=Bye6weHFvB
114. poi2vec http://www.ntu.edu.sg/home/boan/papers/AAAI17_Visitor.pdf
115. prob2vec https://openreview.net/forum?id=SJl8gnAqtX
116. prod2vec http://dl.acm.org/citation.cfm?id=2788627
117. pwm2vec https://arxiv.org/abs/2201.02273
118. pykg2vec https://arxiv.org/abs/1906.04239
119. pyRDF2vec https://arxiv.org/abs/2205.02283
120. query2vec http://www.cs.cmu.edu/~dongyeok/papers/query2vec_v0.2.pdf
121. query2prod2vec https://arxiv.org/abs/2104.02061
122. rdf2vec http://iswc2016.semanticweb.org/pages/program/accepted-papers.html#research_ristoski_32
123. reads2vec https://arxiv.org/abs/2211.08267
124. recipe2vec https://arxiv.org/abs/2205.12396
125. record2vec https://ieeexplore.ieee.org/document/8594974
126. residual2vec https://arxiv.org/abs/2110.07654
127. resource2vec https://www.sciencedirect.com/science/article/pii/S0957417418303865
128. rn2vec https://www3.nd.edu/~dial/publications/tian2021RecipeRepresentationLearning.pdf
129. road2Vec https://www.mdpi.com/2220-9964/6/11/321
130. role2vec https://arxiv.org/abs/1802.02896
131. sac2vec https://arxiv.org/abs/1804.10363
132. screen2vec https://arxiv.org/abs/2101.11103
133. sen2vec https://arxiv.org/abs/1610.08078
134. sense2vec http://arxiv.org/abs/1511.06388
135. sent2vec http://aclweb.org/anthology/N18-1049
136. sentence2vec, paragraph2vec, doc2vec http://arxiv.org/abs/1405.4053
137. shape2vec https://dl.acm.org/citation.cfm?id=2980253
138. skill2vec https://arxiv.org/abs/1707.09751
139. SNP2vec https://arxiv.org/abs/2204.06699
140. sound-word2vec https://arxiv.org/abs/1703.01720
141. SpatialScene2vec https://www.sciencedirect.com/science/article/pii/S1569843224000979
142. spam2vec https://dl.acm.org/citation.cfm?id=3186930
143. speech2vec https://arxiv.org/abs/1803.08976
144. sphere2vec https://openreview.net/forum?id=FS0XKbpkdOu
145. st2vec https://arxiv.org/abs/2112.09339
146. star2vec https://arxiv.org/abs/1910.10763
147. stock2vec https://arxiv.org/abs/2201.11290
148. struc2vec https://arxiv.org/abs/1704.03165
149. style2vec https://arxiv.org/abs/1708.04014
150. sub2vec http://people.cs.vt.edu/~bijaya/papers/sub2vecPAKDD2018.pdf
151. sub2vec https://arxiv.org/abs/1702.06921
152. subgraph2vec http://arxiv.org/abs/1606.08928
153. table2vec https://arxiv.org/abs/1906.00041
154. table2vec https://arxiv.org/abs/2112.01830
155. tag2vec http://ktsaurabh.weebly.com/uploads/3/1/7/8/31783965/distributed_representations_for_content-based_and_personalized_tag_recommendation.pdf
156. tag2vec https://arxiv.org/abs/1905.03041
157. task2vec https://arxiv.org/abs/1902.03545
158. tax2vec https://arxiv.org/abs/1902.00438
159. tile2vec https://arxiv.org/abs/1805.02855
160. time2vec https://arxiv.org/abs/1907.05321
161. topic2vec http://arxiv.org/abs/1506.08422
162. trial2vec https://arxiv.org/abs/2206.14719
163. tweet2vec http://arxiv.org/abs/1605.03481
164. tweet2vec https://arxiv.org/abs/1607.07514
165. video2vec http://www.public.asu.edu/~bli24/Papers/ICPR2016_video2vec.pdf
166. video2vec https://staff.fnwi.uva.nl/t.e.j.mensink/publications/habibian16pami.pdf
167. virus2vec https://arxiv.org/abs/2304.12328
168. vlm2vec https://arxiv.org/abs/2410.05160
169. voxel2vec https://arxiv.org/abs/2207.02565
170. vq-wav2vec https://openreview.net/forum?id=rylwJxrYDS
171. wang2vec http://www.cs.cmu.edu/~lingwang/papers/naacl2015.pdf
172. wav2vec https://arxiv.org/abs/1904.05862
173. weather2vec https://arxiv.org/abs/2209.12316
174. wikipedia2vec https://arxiv.org/abs/1812.06280
175. word2vec https://arxiv.org/abs/1310.4546
176. wordnet2vec http://arxiv.org/abs/1606.03335
177. word-node2ve https://aclweb.org/anthology/papers/N/N19/N19-1109/
178. (batter|pitcher)2vec http://www.sloansportsconference.com/wp-content/uploads/2018/02/1008.pdf

gene2vec: https://www.biorxiv.org/content/early/2018/05/19/286096

Thank you for sharing! @zhizhid

It's lacking an essential one!

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

@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.

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.

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

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

You are missing SPARQL2vec

https://github.com/0xyd/sec2vec

Indian Languages NLP
Hindi2Vec - https://github.com/NirantK/hindi2vec
Assamese2Vec - https://github.com/hridaydutta123/Assamese2Vec/
Bangla2Vec - https://github.com/soham96/Bangla2Vec

Road2Vec - https://www.mdpi.com/2220-9964/6/11/321

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

Command2Vec - https://link.springer.com/chapter/10.1007/978-981-16-5983-6_5

Screen2Vec - https://dl.acm.org/doi/10.1145/3411764.3445049

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