%PDF-1.3
%âãÏÓ
1 0 obj
<<
/Author (þÿ X i n y u Z h a n g ; J i X i n ; A n d r e w Y a t e s ; J i m m y L i n)
/CreationDate (D:20210608024841Z)
/Creator (LaTeX with hyperref)
/Keywords ()
/ModDate (D:20211020133239+02'00')
/Producer (pdfTeX-1.40.21)
/Subject (þÿ N L P 4 P r o g 2 0 2 1)
/Title (þÿ B a g - o f - W o r d s B a s e l i n e s f o r S e m a n t i c C o d e S e a r c h)
/Trapped /False
/PTEX.Fullbanner (This is pdfTeX, Version 3.14159265-2.6-1.40.21 \(TeX Live 2020\) kpathsea version 6.3.2)
>>
endobj
2 0 obj
<<
/Metadata 3 0 R
/Names 4 0 R
/OpenAction 5 0 R
/PageMode /UseOutlines
/Pages 6 0 R
/Type /Catalog
>>
endobj
3 0 obj
<<
/Length 3668
/Subtype /XML
/Type /Metadata
>>
stream
Xinyu Zhang
Ji Xin
Andrew Yates
Jimmy Lin
NLP4Prog 2021
Bag-of-Words Baselines for Semantic Code Search
application/pdf
2021-06-08T04:48:41+02:00
LaTeX with hyperref
2021-10-20T13:32:39+02:00
pdfTeX-1.40.21
This is pdfTeX, Version 3.14159265-2.6-1.40.21 (TeX Live 2020) kpathsea version 6.3.2
uuid:c3c8c75a-6192-49fa-a132-e4e6753812c8
uuid:d41b8da2-f527-4581-9a6c-1b26e25bde12
endstream
endobj
4 0 obj
<<
/Dests 7 0 R
>>
endobj
5 0 obj
<<
/D [8 0 R /Fit]
/S /GoTo
>>
endobj
6 0 obj
<<
/Count 7
/Kids [9 0 R 10 0 R]
/Type /Pages
>>
endobj
7 0 obj
<<
/Kids [11 0 R 12 0 R]
/Limits [(Doc-Start) (table.caption.6)]
>>
endobj
8 0 obj
<<
/Annots [13 0 R 14 0 R 15 0 R 16 0 R 17 0 R 18 0 R 19 0 R 20 0 R 21 0 R 22 0 R 23 0 R 24 0 R 25 0 R 26 0 R 27 0 R 28 0 R
29 0 R 30 0 R 31 0 R 32 0 R 33 0 R 34 0 R 35 0 R 36 0 R 37 0 R 38 0 R 39 0 R 40 0 R 41 0 R 42 0 R 43 0 R 44 0 R
45 0 R 46 0 R 47 0 R 48 0 R 49 0 R 50 0 R 51 0 R 52 0 R 53 0 R 54 0 R 55 0 R 56 0 R 57 0 R 58 0 R 59 0 R 60 0 R
61 0 R 62 0 R]
/Contents [63 0 R 64 0 R]
/MediaBox [0 0 595.276 841.89]
/Parent 9 0 R
/Resources 65 0 R
/Type /Page
>>
endobj
9 0 obj
<<
/Count 6
/Kids [8 0 R 66 0 R 67 0 R 68 0 R 69 0 R 70 0 R]
/Parent 6 0 R
/Type /Pages
>>
endobj
10 0 obj
<<
/Count 1
/Kids [71 0 R]
/Parent 6 0 R
/Type /Pages
>>
endobj
11 0 obj
<<
/Kids [72 0 R 73 0 R 74 0 R 75 0 R 76 0 R 77 0 R]
/Limits [(Doc-Start) (lstnumber.-1.3)]
>>
endobj
12 0 obj
<<
/Kids [78 0 R 79 0 R 80 0 R 81 0 R 82 0 R 83 0 R]
/Limits [(lstnumber.-1.4) (table.caption.6)]
>>
endobj
13 0 obj
<<
/A <<
/S /URI
/Type /Action
/URI (https://github.com/crystina-z/CodeSearchNet-baseline)
>>
/Border [0 0 0]
/C [0 1 1]
/H /I
/Rect [242.359 319.966 274.256 330.909]
/Subtype /Link
/Type /Annot
>>
endobj
14 0 obj
<<
/A <<
/S /URI
/Type /Action
/URI (https://github.com/crystina-z/CodeSearchNet-baseline)
>>
/Border [0 0 0]
/C [0 1 1]
/H /I
/Rect [88.012 308.76 274.256 318.104]
/Subtype /Link
/Type /Annot
>>
endobj
15 0 obj
<<
/A <<
/S /URI
/Type /Action
/URI (https://github.com/crystina-z/CodeSearchNet-baseline)
>>
/Border [0 0 0]
/C [0 1 1]
/H /I
/Rect [88.012 297.216 155.06 306.149]
/Subtype /Link
/Type /Annot
>>
endobj
16 0 obj
<<
/A <<
/D (Hfootnote.1)
/S /GoTo
>>
/Border [0 0 0]
/C [1 0 0]
/H /I
/Rect [207.888 236.95 214.364 250.699]
/Subtype /Link
/Type /Annot
>>
endobj
17 0 obj
<<
/A <<
/S /URI
/Type /Action
/URI (https://stackoverflow.blog/2020/01/21/scripting-the-future-of-stack-2020-plans-vision/)
>>
/Border [0 0 0]
/C [0 1 1]
/H /I
/Rect [74.491 96.446 291.264 107.731]
/Subtype /Link
/Type /Annot
>>
endobj
18 0 obj
<<
/A <<
/S /URI
/Type /Action
/URI (https://stackoverflow.blog/2020/01/21/scripting-the-future-of-stack-2020-plans-vision/)
>>
/Border [0 0 0]
/C [0 1 1]
/H /I
/Rect [74.491 86.483 291.264 95.828]
/Subtype /Link
/Type /Annot
>>
endobj
19 0 obj
<<
/A <<
/S /URI
/Type /Action
/URI (https://stackoverflow.blog/2020/01/21/scripting-the-future-of-stack-2020-plans-vision/)
>>
/Border [0 0 0]
/C [0 1 1]
/H /I
/Rect [74.491 74.939 130.78 85.865]
/Subtype /Link
/Type /Annot
>>
endobj
20 0 obj
<<
/A <<
/D (cite.gu2018deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [345.868 510.264 383.397 521.633]
/Subtype /Link
/Type /Annot
>>
endobj
21 0 obj
<<
/A <<
/D (cite.gu2018deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [386.258 510.264 409.633 521.633]
/Subtype /Link
/Type /Annot
>>
endobj
22 0 obj
<<
/A <<
/D (cite.sachdev2018retrieval)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [412.794 510.264 473.206 521.633]
/Subtype /Link
/Type /Annot
>>
endobj
23 0 obj
<<
/A <<
/D (cite.sachdev2018retrieval)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [476.068 510.264 499.442 521.633]
/Subtype /Link
/Type /Annot
>>
endobj
24 0 obj
<<
/A <<
/D (cite.cambronero2019deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [502.603 510.264 526.54 521.633]
/Subtype /Link
/Type /Annot
>>
endobj
25 0 obj
<<
/A <<
/D (cite.cambronero2019deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [306.279 497.113 364.352 508.084]
/Subtype /Link
/Type /Annot
>>
endobj
26 0 obj
<<
/A <<
/D (cite.cambronero2019deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [367.392 497.113 390.767 508.084]
/Subtype /Link
/Type /Annot
>>
endobj
27 0 obj
<<
/A <<
/D (cite.Qihao2020OCoRAO)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [394.106 497.113 436.153 508.084]
/Subtype /Link
/Type /Annot
>>
endobj
28 0 obj
<<
/A <<
/D (cite.Qihao2020OCoRAO)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [439.194 497.113 462.568 508.084]
/Subtype /Link
/Type /Annot
>>
endobj
29 0 obj
<<
/A <<
/D (cite.Srinivas2020Graph4CodeAM)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [465.908 497.113 525.23 508.084]
/Subtype /Link
/Type /Annot
>>
endobj
30 0 obj
<<
/A <<
/D (cite.Srinivas2020Graph4CodeAM)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [306.279 483.166 330.526 494.535]
/Subtype /Link
/Type /Annot
>>
endobj
31 0 obj
<<
/A <<
/D (cite.husain2019codesearchnet)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [392.396 455.642 448.704 467.436]
/Subtype /Link
/Type /Annot
>>
endobj
32 0 obj
<<
/A <<
/D (cite.husain2019codesearchnet)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [452.145 455.642 475.716 467.436]
/Subtype /Link
/Type /Annot
>>
endobj
33 0 obj
<<
/A <<
/D (cite.feng2020codebert)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [331.092 401.445 379.351 413.239]
/Subtype /Link
/Type /Annot
>>
endobj
34 0 obj
<<
/A <<
/D (cite.feng2020codebert)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [382.843 401.445 406.937 413.239]
/Subtype /Link
/Type /Annot
>>
endobj
35 0 obj
<<
/A <<
/D (cite.Gu2020CRaDLeDC)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [410.739 401.445 450.4 413.239]
/Subtype /Link
/Type /Annot
>>
endobj
36 0 obj
<<
/A <<
/D (cite.Gu2020CRaDLeDC)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [453.892 401.445 477.987 413.239]
/Subtype /Link
/Type /Annot
>>
endobj
37 0 obj
<<
/A <<
/D (cite.Sun2020PSCSAP)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [481.789 401.445 525.14 413.239]
/Subtype /Link
/Type /Annot
>>
endobj
38 0 obj
<<
/A <<
/D (cite.Sun2020PSCSAP)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [306.279 387.896 330.09 399.69]
/Subtype /Link
/Type /Annot
>>
endobj
39 0 obj
<<
/A <<
/D (cite.Arumugam2020SemanticCS)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [333.857 387.896 385.486 399.69]
/Subtype /Link
/Type /Annot
>>
endobj
40 0 obj
<<
/A <<
/D (cite.Arumugam2020SemanticCS)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [388.948 387.896 412.759 399.69]
/Subtype /Link
/Type /Annot
>>
endobj
41 0 obj
<<
/A <<
/D (cite.gu2018deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [337.056 265.604 376.522 277.398]
/Subtype /Link
/Type /Annot
>>
endobj
42 0 obj
<<
/A <<
/D (cite.gu2018deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [379.997 265.604 403.96 277.398]
/Subtype /Link
/Type /Annot
>>
endobj
43 0 obj
<<
/A <<
/D (cite.sachdev2018retrieval)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [407.742 265.604 470.729 277.398]
/Subtype /Link
/Type /Annot
>>
endobj
44 0 obj
<<
/A <<
/D (cite.sachdev2018retrieval)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [474.204 265.604 498.167 277.398]
/Subtype /Link
/Type /Annot
>>
endobj
45 0 obj
<<
/A <<
/D (cite.cambronero2019deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [501.949 265.604 526.54 277.398]
/Subtype /Link
/Type /Annot
>>
endobj
46 0 obj
<<
/A <<
/D (cite.cambronero2019deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [306.279 252.055 367.335 263.849]
/Subtype /Link
/Type /Annot
>>
endobj
47 0 obj
<<
/A <<
/D (cite.cambronero2019deep)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [370.928 252.055 395.175 263.849]
/Subtype /Link
/Type /Annot
>>
endobj
48 0 obj
<<
/A <<
/D (cite.devlin2018bert)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [379.998 238.931 437.822 250.3]
/Subtype /Link
/Type /Annot
>>
endobj
49 0 obj
<<
/A <<
/D (cite.devlin2018bert)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [442.094 238.931 466.341 250.3]
/Subtype /Link
/Type /Annot
>>
endobj
50 0 obj
<<
/A <<
/D (cite.feng2020codebert)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [410.192 224.957 461.427 236.751]
/Subtype /Link
/Type /Annot
>>
endobj
51 0 obj
<<
/A <<
/D (cite.feng2020codebert)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [466.286 224.957 490.533 236.751]
/Subtype /Link
/Type /Annot
>>
endobj
52 0 obj
<<
/A <<
/D (cite.Srinivas2020Graph4CodeAM)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [501.358 130.188 526.54 141.557]
/Subtype /Link
/Type /Annot
>>
endobj
53 0 obj
<<
/A <<
/D (cite.Srinivas2020Graph4CodeAM)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [306.279 116.214 348.559 128.008]
/Subtype /Link
/Type /Annot
>>
endobj
54 0 obj
<<
/A <<
/D (cite.Srinivas2020Graph4CodeAM)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [352.924 116.214 377.171 128.008]
/Subtype /Link
/Type /Annot
>>
endobj
55 0 obj
<<
/A <<
/D (cite.Gu2020CRaDLeDC)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [411.073 89.115 450.626 100.91]
/Subtype /Link
/Type /Annot
>>
endobj
56 0 obj
<<
/A <<
/D (cite.Gu2020CRaDLeDC)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [454.116 89.115 478.123 100.91]
/Subtype /Link
/Type /Annot
>>
endobj
57 0 obj
<<
/A <<
/D (cite.Sun2020PSCSAP)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [481.922 89.115 525.151 100.91]
/Subtype /Link
/Type /Annot
>>
endobj
58 0 obj
<<
/A <<
/D (cite.Sun2020PSCSAP)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [306.279 75.566 330.09 87.36]
/Subtype /Link
/Type /Annot
>>
endobj
59 0 obj
<<
/A <<
/D (cite.Ling2020DeepGM)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [333.857 75.566 380.391 87.36]
/Subtype /Link
/Type /Annot
>>
endobj
60 0 obj
<<
/A <<
/D (cite.Ling2020DeepGM)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [383.853 75.566 407.664 87.36]
/Subtype /Link
/Type /Annot
>>
endobj
61 0 obj
<<
/A <<
/D (cite.Guo2020GraphCodeBERTPC)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [411.431 75.566 456.143 87.36]
/Subtype /Link
/Type /Annot
>>
endobj
62 0 obj
<<
/A <<
/D (cite.Guo2020GraphCodeBERTPC)
/S /GoTo
>>
/Border [0 0 0]
/C [0 1 0]
/H /I
/Rect [459.605 75.566 483.416 87.36]
/Subtype /Link
/Type /Annot
>>
endobj
63 0 obj
<<
/Length 11
>>
stream
/pdfrw_0 Do
endstream
endobj
64 0 obj
<<
/Filter /FlateDecode
/Length 4257
>>
stream
xÅZYÜÆ~ç¯èGtBP8ì
%:,¯Í¼¶üéÆLc£
C£Ñ¯ß/3« ôEMGlLDOÝYÇYVO«`õí«àäÿûW_ý1V*òÃ(Ö«ûG#?Rfį²du¿[ýË{?mÚÇÍëÄxm·ë×m´öEU6
>®5õJ宨óf(·R{Ûî
×wkzÛýúß÷âÊÏâÊÃxµfFhÿ£l^FüÏ}Þ<½Z%~æ%éd
S©ÌROüD+¬>ûS)+È¥uÃÐOSuú_7;>fñ,ëÿÏ:5^>ýÅÝãqº¤¢-}ÄÀO©äÍîÒvtèkÜëúEvñç²¹@ÞľÒÙÙ!WP?p*óC3@_a@&Ãþ¯uàý\îò{ß
¾èÊ¡m¬0l÷m[I¹}t¢RÆ¡pb´-f[¼Úßdìçµ2^Ñõåðr<÷u»ªm/Tû& WÌì#|>¿Íïó_À_«¼Ù~ò»¦Ê[µÒï$ÿ]bCö{»í»<ï*º«Ó~{â'îi'gúy¦¸ªGH´öB¾~è.ß×ЫÌÏbÓüMA ±Ö¾6öt÷{Á±7äý)¡Âx1ÙD(fN¬úIÁiÂJ=)xx[º¤ýÄßyB»b){K»ÿ]±áS&ðÃ/£®,f Xo°%f©×7åáP½´?vm-¥Üv·c·=D¥$U¨ÇäèZ0Hy°t;)ìÒÿÜþ/Ýuº¦pCÚå/®èiö
õ¡(Õ^cWT =HÊÓ?Ð\uÇ×XN
OkØ,ñP\<Áð\¤li:Ñi6.M4ºö©Ëëºl¤ã×e]LÌI·Ï¹`UZªæSÓ§¶¹Á[îvÌ!tçv¶)¤AïìÄPÅ^Ýö×OMùcè-¤P:[(B¾x[J$ÿËdÈ;¨Çb;,¬ÈE®Á¥a(6lY¢8ö>¬U ÷ùòLE8Á
v$Ôг¨âlg¡HÃÒÑú10Á»÷øUtÆ«aßîz¾}xïjYO¨;ê¶k¦EM}?Ö¦Íg9§1ìs,£íý¨uk±+ix^¡QI8{xw¸^¿{/ÿí¦dh«¼¤,mÛU0ÈËy2KEd
Å fÑ@±ÝÿN*ÐÑU&;:»9²¿Pç¢>]¹Í+"J
Ц(°×
ÓÌ¢608Aç°/mifïøeNøuw(¶V¸huÜçkÒèÀ{&QµÕìzbDȨç9zÞ|¯,"8%ðþûӢȰù«T hvÇ7ðd-0hê`ùìç})XítÍmÛôeOÖÖD+
ý¬Uf+CµFøþÂ?äegâæÂ
<ÃÉ!Tk2¥*±ºNÂÐLv:câDPí¢K$ãFD¨zõñÉUþÖS÷¤TiÇáPtdÄø÷²åö¥`
q [lÞ|ó~â=µû§ÞG¬èXq¤æcaP^õ!¸ìºHKÙ÷iíÊÌÛôKã.r)Ѷà¶[rÖ'Ì1Iç;¢LÜש,\§[ÓæË_×Û
ò×ü²³~5ðÊ;"VÃÑ
uUßÀµDg6ò ùâ0¥+°ÐEb»q+/NÙ¡9/ÙÄzÙ SP.ËeYåU!ݹCcøóͪ#0&Å÷ÉU
<Gé_ ØÃL?úééçwEpæXj¿äÓORI?ÄuZÍx#ý