forked from microsoft/CodeXGLUE
-
Notifications
You must be signed in to change notification settings - Fork 0
/
index.html
824 lines (748 loc) · 34.8 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
<!DOCTYPE html>
<!-- saved from url=(0034)https://microsoft.github.io/XGLUE/ -->
<html lang="en">
<head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<link href="./webpage_files/layui/css/layui.css" rel="stylesheet">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="Information about CodeXGLUE Dataset">
<meta name="author" content="Daniel Campos">
<title>CodeXGLUE</title>
<!-- Bootstrap core CSS -->
<link href="./webpage_files/bootstrap.min.css" rel="stylesheet">
<!-- Custom styles for this template -->
<link href="./webpage_files/scrolling-nav.css" rel="stylesheet">
<link href="./webpage_files/main.css" rel="stylesheet">
<link href="./webpage_files/fa-all.css" rel="stylesheet">
<link rel="stylesheet" href="./webpage_files/academicons.min.css">
<link rel="stylesheet" href="./webpage_files/18-e17dee" type="text/css" media="all">
<script type="text/javascript">
function gen_mail_to_link(lhs,rhs,subject,hypertext) {
document.write("<a href=\"mailto");
document.write(":" + lhs + "@");
document.write(rhs + "?subject=" + subject + "\">" + hypertext + "<\/a>");
}
</script>
<script type="text/javascript">
var clicked = false;
function addDownloadLink() {
if (document.getElementById("TA").checked == true) {
//Usefulness
if (!clicked) {
document.getElementById("codexgluedata").innerHTML += "<a class=\"btn btn-primary btn-md\" style='margin-right: 3px;' href=\"https://msmarco.blob.core.windows.net/xglue/xglue_public.tar.gz\">CodeXGLUE Data</a>"
clicked = true;
}
alert("Download Links are now viewable")
} else {
alert("Please Agree to our conditions to download the dataset")
}
}
</script>
<style>
code {
font-family: Consolas,"courier new";
color: black;
background-color: #f1f1f1;
padding: 2px;
font-size: 90%;
}
</style>
</head>
<body id="page-top">
<nav class="navbar navbar-expand-lg navbar-dark fixed-top topnav" id="mainNav">
<div class="container">
<link rel="shortcut icon" type="image/x-icon" href="https://microsoft.github.io/CodeXGLUE/favicon.ico">
<a class="navbar-brand js-scroll-trigger" href="https://microsoft.github.io/CodeXGLUE/#page-top">CodeXGLUE</a>
<button class="navbar-toggler collapsed" type="button" data-toggle="collapse" data-target="#navbarResponsive" aria-controls="navbarResponsive" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav ml-auto">
<li class="nav-item">
<a class="nav-link js-scroll-trigger active" href="https://microsoft.github.io/CodeXGLUE/#page-top">Home</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="https://microsoft.github.io/CodeXGLUE/#intro">Intro</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="https://microsoft.github.io/CodeXGLUE/#leaderboard">Leaderboard</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="https://microsoft.github.io/CodeXGLUE/#submission">Submission</a>
</li>
</ul>
</div>
</div>
</nav>
<section id="intro">
<div class="container">
<center>
<img src="./webpage_files/MicrosoftLogo.png">
</center>
<div class="row">
<p>
CodeXGLUE stands for General Language Understanding Evaluation benchmark for CODE. It includes 14 datasets for 10 diversified programming language tasks covering code-code (clone detection, defect detection, cloze test, code completion, code refinement, and code-to-code translation), text-code (natural language code search, text-to-code generation), code-text (code summarization) and text-text (documentation translation) scenarios. We provide three baseline models to support these tasks, including BERT-style pre-trained model (i.e. <a href="https://github.com/microsoft/CodeBERT">CodeBERT</a>) which is good at understanding problems, GPT-style pre-trained model which we call CodeGPT to support completion and generation problems, and Encoder-Decoder framework that supports sequence-to-sequence generation problems.
</p>
</div>
<!-- <div class="row">
<h2>Terms and Conditions</h2>
<p>The CodeXGLUE datasets are intended for non-commercial research purposes only to promote advancement in the field of artificial intelligence and related areas, and is made available free of charge without extending any license or other intellectual property rights. The dataset is provided “as is” without warranty and usage of the data has risks since we may not own the underlying rights in the documents. We are not be liable for any damages related to use of the dataset. Feedback is voluntarily given and can be used as we see fit. Upon violation of any of these terms, your rights to use the dataset will end automatically. <br> If you have questions about use of the dataset or any research outputs in your products or services, we encourage you to undertake your own independent legal review. For other questions, please feel free to contact us.</p>
<div class="checkbox">
<label>
<input type="checkbox" name="termAgreed" id="TA" value="true">
I agree to terms and conditions. Upon accepting links to dataset will become available.
</label>
</div>
</div>
<div class="row">
<button type="button" class="btn btn-primary btn-default" onclick="return addDownloadLink()">Submit</button>
</div> -->
</div>
</section>
<section id="leaderboard" class="bg-light">
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Overall Leaderboard</h2>
<table id="LB-overall" lay-filter="test"></table>
<script src="./webpage_files/layui/layui.js"></script>
<script>
var showModelName = function (d) {
// var html = '<a style="color:#1E9FFF" href="javascript:void(0);" lay-event="click" >'+d.Model+'</a>';
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-overall'
,height: 312
,url: 'webpage_files/participants/overall.json' //数据接口
,page: false//开启分页
,cols: [[{align: 'center', title: '', colspan: 4}
,{align: 'center', title: 'Code-Code', colspan: 6}
,{align: 'center', title: 'Text-Code', colspan: 2}
,{align: 'center', title: 'Code-Text', colspan: 1, colGroup:true}
,{align: 'center', title: 'Text-Text', colspan: 1, colGroup:true}
,{align: 'center', title: '', colspan: 1, colGroup:true}],
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'clone detection', title: 'clone detection', width: 150, sort: true}
,{field: 'defect detection', title: 'defect detections', width: 150, sort: true}
,{field: 'cloze test', title: 'cloze test', width: 120, sort: true}
,{field: 'code completion', title: 'code completion', width: 120, sort: true}
,{field: 'code refinement', title: 'code refinement', width: 120, sort: true}
,{field: 'code translation', title: 'code translation', width: 120, sort: true}
,{field: 'natural language code search', title: 'natural language code search', width: 180, sort: true}
,{field: 'code generation', title: 'code generation', width: 150, sort: true}
,{field: 'code summarization', title: 'code summarization', width: 180, sort: true}
,{field: 'documentation translation', title: 'documentation translation', width: 180, sort: true}
,{field: 'CodeXGLUE Score', title: 'CodeXGLUE Score', width: 180, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Clone Detection (Code-Code)</h2>
<table id="LB-CloneDetection" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-CloneDetection'
,height: 312
,url: 'webpage_files/participants/clone_detection.json' //数据接口
,page: false//开启分页
,cols: [[{align: 'center', title: '', colspan: 4}
,{align: 'center', title: 'BigCloneBench', colspan: 3}
,{align: 'center', title: 'POJ-104', colspan: 1, colGroup:true}],
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'Precision', title: 'Precision', width: 140, sort: true}
,{field: 'Recall', title: 'Recall', width: 140, sort: true}
,{field: 'F1', title: 'F1', width: 140, sort: true}
,{field: 'MAP@R(%)', title: 'MAP@R(%)', width: 150, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Defect Detection (Code-Code)</h2>
<table id="LB-DefectDetection" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-DefectDetection'
,height: 312
,url: 'webpage_files/participants/defect_detection.json' //数据接口
,page: false//开启分页
,cols: [
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'Accuracy', title: 'Accuracy', width: 550, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Cloze Test (Code-Code)</h2>
<table id="LB-ClozeTest" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-ClozeTest'
,height: 312
,url: 'webpage_files/participants/cloze_test.json' //数据接口
,page: false//开启分页
,cols: [[{align: 'center', title: '', colspan: 4}
,{align: 'center', title: 'ClozeTest-all', colspan: 7}
,{align: 'center', title: 'ClozeTest-maxmin', colspan: 7}],
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'aAll', title: 'All', width: 70, sort: true}
,{field: 'aRuby', title: 'Ruby', width: 80, sort: true}
,{field: 'aJavaScript', title: 'JavaScript', width: 110, sort: true}
,{field: 'aGo', title: 'Go', width: 70, sort: true}
,{field: 'aPython', title: 'Python', width: 90, sort: true}
,{field: 'aJava', title: 'Java', width: 80, sort: true}
,{field: 'aPHP', title: 'PHP', width: 80, sort: true}
,{field: 'mAll', title: 'All', width: 70, sort: true}
,{field: 'mRuby', title: 'Ruby', width: 80, sort: true}
,{field: 'mJavaScript', title: 'JavaScript', width: 110, sort: true}
,{field: 'mGo', title: 'Go', width: 70, sort: true}
,{field: 'mPython', title: 'Python', width: 90, sort: true}
,{field: 'mJava', title: 'Java', width: 80, sort: true}
,{field: 'mPHP', title: 'PHP', width: 80, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Code Completion (Code-Code)</h2>
<table id="LB-CodeCompletion" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-CodeCompletion'
,height: 312
,url: 'webpage_files/participants/code_completion.json' //数据接口
,page: false//开启分页
,cols: [[{align: 'center', title: '', colspan: 4}
,{align: 'center', title: 'CodeCompletion-line', colspan: 4}
,{align: 'center', title: 'CodeCompletion-token', colspan: 2}],
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'py150-EM', title: 'py150-EM', width: 150, sort: true}
,{field: 'py150-ES', title: 'py150-ES', width: 150, sort: true}
,{field: 'java-EM', title: 'java-EM', width: 150, sort: true}
,{field: 'java-ES', title: 'java-ES', width: 150, sort: true}
,{field: 'py150-Acc', title: 'py150-Acc', width: 150, sort: true}
,{field: 'java-Acc', title: 'java-Acc', width: 150, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Code Refinement (Code-Code)</h2>
<table id="LB-CodeRefinement" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-CodeRefinement'
,height: 312
,url: 'webpage_files/participants/code_refinement.json' //数据接口
,page: false//开启分页
,cols: [[{align: 'center', title: '', colspan: 4}
,{align: 'center', title: 'small test set', colspan: 3}
,{align: 'center', title: 'medium test set', colspan: 3}],
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'sBLEU', title: 'BLEU', width: 90, sort: true}
,{field: 'sAcc(%)', title: 'Acc(%)', width: 90, sort: true}
,{field: 'sCodeBLEU', title: 'CodeBLEU', width: 120, sort: true}
,{field: 'mBLEU', title: 'BLEU', width: 90, sort: true}
,{field: 'mAcc(%)', title: 'Acc(%)', width: 90, sort: true}
,{field: 'mCodeBLEU', title: 'CodeBLEU', width: 120, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Code Translation (Code-Code)</h2>
<table id="LB-Code2CodeTranslation" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-Code2CodeTranslation'
,height: 312
,url: 'webpage_files/participants/code2code_translation.json' //数据接口
,page: false//开启分页
,cols: [[{align: 'center', title: '', colspan: 4}
,{align: 'center', title: 'Java to C#', colspan: 3}
,{align: 'center', title: 'C# to Java', colspan: 3}],
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'jBLEU', title: 'BLEU', width: 90, sort: true}
,{field: 'jAcc(%)', title: 'Acc(%)', width: 90, sort: true}
,{field: 'jCodeBLEU', title: 'CodeBLEU', width: 120, sort: true}
,{field: 'cBLEU', title: 'BLEU', width: 90, sort: true}
,{field: 'cAcc(%)', title: 'Acc(%)', width: 90, sort: true}
,{field: 'cCodeBLEU', title: 'CodeBLEU', width: 120, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Type Prediction (Code-Code)</h2>
<table id="LB-TypePrediction" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-TypePrediction'
,height: 312
,url: 'webpage_files/participants/type_prediction.json' //数据接口
,page: false//开启分页
,cols: [[{align: 'center', title: '', colspan: 4}
,{align: 'center', title: 'Top 100', colspan: 4}
,{align: 'center', title: 'Overall', colspan: 4}],
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 160, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'tPrec', title: 'Precision', width: 120, sort: true}
,{field: 'tRecall', title: 'Recall', width: 90, sort: true}
,{field: 'tF1', title: 'F1', width: 90, sort: true}
,{field: 'tAcc', title: 'Accuracy', width: 120, sort: true}
,{field: 'Prec', title: 'Precision', width: 120, sort: true}
,{field: 'Recall', title: 'Recall', width: 90, sort: true}
,{field: 'F1', title: 'F1', width: 90, sort: true}
,{field: 'Acc', title: 'Accuracy', width: 120, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Natural Language Code Search (Text-Code)</h2>
<table id="LB-NL-code-search" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-NL-code-search'
,height: 312
,url: 'webpage_files/participants/code_search.json' //数据接口
,page: false//开启分页
,cols: [
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'MRR', title: 'Adv Test (MRR)', width: 280, sort: true}
,{field: 'Acc-WebQuery', title: 'WebQuery Test (Accuracy)', width: 280, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Code Generation (Text-Code)</h2>
<table id="LB-Text2CodeGeneration" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-Text2CodeGeneration'
,height: 312
,url: 'webpage_files/participants/text2code_generation.json' //数据接口
,page: false//开启分页
,cols: [[{align: 'center', title: '', colspan: 4}
,{align: 'center', title: 'Text2Code Generation', colspan: 3}],
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'EM', title: 'EM', sort: true}
,{field: 'BLEU', title: 'BLEU', sort: true}
,{field: 'CodeBLEU', title: 'CodeBLEU', sort: true}
]]
,done: function (res, curr, count) {
$('.layui-table').css("width","100%");
$("th[data-field='bar']").css("border-right",'none');
}
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Code Summarization (Code-Text)</h2>
<table id="LB-Code2TextGeneration" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-Code2TextGeneration'
,height: 312
,url: 'webpage_files/participants/code2text_generation.json' //数据接口
,page: false//开启分页
,cols: [[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'All', title: 'All', width: 70, sort: true}
,{field: 'Ruby', title: 'Ruby', width: 80, sort: true}
,{field: 'JavaScript', title: 'JavaScript', width: 110, sort: true}
,{field: 'Go', title: 'Go', width: 70, sort: true}
,{field: 'Python', title: 'Python', width: 90, sort: true}
,{field: 'Java', title: 'Java', width: 90, sort: true}
,{field: 'PHP', title: 'PHP', width: 80, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
<div class="container">
<div class="row">
<div class="table-responsive">
<h2>Documentation Translation (Text-Text)</h2>
<table id="LB-Text2TextGeneration" lay-filter="test"></table>
<script>
var showModelName = function (d) {
var html = '<a style="color:#1E9FFF" href=//'+d.url+' >'+d.Model+'</a>';
return html;
}
layui.use('table', function(){
var myTable = layui.table;
//第一个实例
myTable.render({
elem: '#LB-Text2TextGeneration'
,height: 312
,url: 'webpage_files/participants/text2text_generation.json' //数据接口
,page: false//开启分页
,cols: [[{align: 'center', title: '', colspan: 4}
,{align: 'center', title: 'Translation Direction', colspan: 8}],
[ //表头
{field: 'Rank', title: 'Rank', align: 'right', width: 70}
,{field: 'Model', title: 'Model', width: 220, templet: showModelName }
,{field: 'Organization', title: 'Organization', width: 150}
,{field: 'Submission Date', title: 'Date', width: 120, sort: true}
,{field: 'EN->DA', title: 'EN->DA', width: 100, sort: true}
,{field: 'EN->LV', title: 'EN->LV', width: 100, sort: true}
,{field: 'EN->NO', title: 'EN->NO', width: 100, sort: true}
,{field: 'EN->ZH', title: 'EN->ZH', width: 100, sort: true}
,{field: 'DA->EN', title: 'DA->EN', width: 100, sort: true}
,{field: 'LV->EN', title: 'LV->EN', width: 100, sort: true}
,{field: 'NO->EN', title: 'NO->EN', width: 100, sort: true}
,{field: 'ZH->EN', title: 'ZH->EN', width: 100, sort: true}
]]
});
});
</script>
</div>
</div>
</div>
</section>
<section id="submission" class="bg-light">
<div class="container">
<div class="row">
<div class="col-md-12 mx-auto">
<h2>CodeXGLUE Submission Instructions</h2>
<p>Once you have built a model that meets your expectations on evaluation with the dev set, you can submit your test results to get official evaluation on the test set. To ensure the integrity of the official test results, we do not release the correct answers for test set to the public. To submit your model for official evaluation on the test set, follow the below steps:</p>
<ol style="margin-left: 30px;">
<li>1. Generate your prediction output for the dev set.</li>
<li>2. Run the official evaluation methodologies found in the task specific git repo and verify your systems are running as expected.</li>
<li>3. Generate your prediction output for the test set.</li>
<li>4. Submit the following information by emailing to <b>[email protected]</b> </li>
</ol>
<p>Your email should include:</p>
<ol style="margin-left: 30px;">
<li>1. Prediction results on test set. <b>[Required]</b></li>
<li>2. Prediction results on dev set. <b>[Recommended]</b></li>
<li>3. Individual/Team Name: Name of the individual or the team to appear in the leaderboard. <b>[Required]</b></li>
<li>4. Individual/Team Institution: Name of the institution of the individual or the team to appear in the leaderboard. <b>[Optional]</b></li>
<li>5. Model code: Training code for the model. <b>[Recommended]</b></li>
<li>6. Model information: Name of the model/technique to appear in the leaderboard. <b>[Required]</b></li>
<li>7. Paper Information: Name, Citation, URL of the paper if model is from a published work to appear in the leaderboard. <b>[Optional]</b></li>
</ol>
<p>To avoid "P-hacking" we discourage too many submissions from the same group in a short period of time.</p>
</div>
</div>
</div>
</section>
<section id="about" class="bg-light">
<div class="container">
<div class="row">
<div class="col-md-12 mx-auto">
<h2>Relevant Links</h2>
<a class="btn btn-primary btn-md" style="margin-right: 3px;" href="https://github.com/microsoft/CodeXGLUE">CodeXGLUE Github</a>
<a class="btn btn-primary btn-md" style="margin-right: 3px;" href="5https://arxiv.org/abs/???">CodeXGLUE Paper</a>
<a class="btn btn-primary btn-md" style="margin-right: 3px;" href="https://arxiv.org/abs/2002.08155">CodeBERT Paper</a>
<a class="btn btn-primary btn-md" style="margin-right: 3px;" href="https://github.com/microsoft/CodeBERT">CodeBERT Github</a>
<div class="row"> </div>
<div id="codexgluedata"> </div>
</div>
</div>
</div>
</section>
<section id="about" class="bg-light">
<div class="container">
<div class="row">
<div class="col-md-12 mx-auto">
<h2>How to cite</h2>
<p></p>
<p>To cite CodeXGLUE: </p>
<div style="overflow-x:scroll; white-space: nowrap">
<code>@article{DBLP:journals/corr/abs-2102-04664,<br>
author = {Shuai Lu and<br>
Daya Guo and<br>
Shuo Ren and<br>
Junjie Huang and<br>
Alexey Svyatkovskiy and<br>
Ambrosio Blanco and<br>
Colin B. Clement and<br>
Dawn Drain and<br>
Daxin Jiang and<br>
Duyu Tang and<br>
Ge Li and<br>
Lidong Zhou and<br>
Linjun Shou and<br>
Long Zhou and<br>
Michele Tufano and<br>
Ming Gong and<br>
Ming Zhou and<br>
Nan Duan and<br>
Neel Sundaresan and<br>
Shao Kun Deng and<br>
Shengyu Fu and<br>
Shujie Liu},<br>
title = {CodeXGLUE: {A} Machine Learning Benchmark Dataset for Code Understanding<br>
and Generation},<br>
journal = {CoRR},<br>
volume = {abs/2102.04664},<br>
year = {2021}<br>
}</code><br>
</div>
<p></p>
<p>If you only use part of the CodeXGLUE dataset, please also cite each seperated dataset.</p>
<!-- <div style="overflow-x:scroll; white-space: nowrap"> -->
<!-- <code>@article{husain2019codesearchnet,<br>
title={CodeSearchNet Challenge: Evaluating the State of Semantic Code Search},<br>
author={Husain, Hamel and Wu, Ho-Hsiang and Gazit, Tiferet and Allamanis, Miltiadis and Brockschmidt, Marc},<br>
journal={arXiv preprint arXiv:1909.09436},<br>
year={2019}<br>
}</code> <br><br>
<code>@article{DBLP:journals/corr/abs-1812-08693,<br>
title= {An Empirical Study on Learning Bug-Fixing Patches in the Wild via Neural Machine Translation},<br>
author= {Michele Tufano, Cody Watson, Gabriele Bavota, Massimiliano Di Penta, Martin White and Denys Poshyvanyk},<br>
journal= {2018 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE)},<br>
year= {2018}<br>
} </code> <br><br>
<code>@article{raychev2016probabilistic, <br>
title={Probabilistic Model for Code with Decision Trees},<br>
author={Raychev, Veselin and Bielik, Pavol and Vechev, Martin},<br>
journal={ACM SIGPLAN Notices},<br>
pages={731--747},<br>
year={2016},<br>
publisher={ACM New York, NY, USA}<br>
} </code> <br><br>
<code>@inproceedings{allamanis2013mining, <br>
title={Mining Source Code Repositories at Massive Scale using Language Modeling},<br>
author={Allamanis, Miltiadis and Sutton, Charles},<br>
booktitle={2013 10th Working Conference on Mining Software Repositories (MSR)},<br>
pages={207--216},<br>
year={2013},<br>
organization={IEEE}<br>
} </code> <br><br>
<code>@inproceedings{Zhou2019DevignEV,<br>
title={Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks},<br>
author={YaQin Zhou and Shangqing Liu and Jingkai Siow and Xiaoning Du and Yang Liu},<br>
booktitle={NeurIPS},<br>
year={2019}<br>
}</code> <br><br>
<code>@inproceedings{Mou2016ConvolutionalNN,<br>
title={Convolutional Neural Networks over Tree Structures for Programming Language Processing},<br>
author={Lili Mou and G. Li and L. Zhang and T. Wang and Zhi Jin},<br>
booktitle={AAAI},<br>
year={2016}<br>
}</code> <br><br>
<code>@article{Wang2020DetectingCC,<br>
title={Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree},<br>
author={Wenhan Wang and Ge Li and Bo Ma and Xin Xia and Zhi Jin},<br>
journal={2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER)},<br>
year={2020},<br>
pages={261-271}<br>
}</code> <br><br>
<code>@article{iyer2018mapping,<br>
title={Mapping Language to Code in Programmatic Context},<br>
author={Iyer, Srinivasan and Konstas, Ioannis and Cheung, Alvin and Zettlemoyer, Luke},<br>
journal={Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},<br>
pages={1643–1652},<br>
year={2018}<br>
}</code> <br><br>
<code>@inproceedings{yao2018staqc,<br>
title={StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow},<br>
author={Yao, Ziyu and Weld, Daniel S and Chen, Wei-Peng and Sun, Huan},<br>
booktitle={Proceedings of the 2018 World Wide Web Conference},<br>
pages={1693--1703},<br>
year={2018}<br>
} </code> <br><br>
<code>@article{feng2020codebert,<br>
title={CodeBERT: A Pre-Trained Model for Programming and Natural Languages},<br>
author={Feng, Zhangyin and Guo, Daya and Tang, Duyu and Duan, Nan and Feng, Xiaocheng and Gong, Ming and Shou, Linjun and Qin, Bing and Liu, Ting and Jiang, Daxin and others},<br>
journal={arXiv preprint arXiv:2002.08155},<br>
year={2020}<br>
}</code> -->
<!-- </div> -->
<h2> </h2>
</div>
</div>
</div>
</section>
<!-- Bootstrap core JavaScript -->
<script src="./webpage_files/jquery.min.js.download"></script>
<script src="./webpage_files/bootstrap.bundle.min.js.download"></script>
<!-- Plugin JavaScript -->
<script src="./webpage_files/jquery.easing.min.js.download"></script>
<script src="./webpage_files/scrolling-nav.js.download"></script>
<script>
var rankings = ['codexgluetable']
for(var j=0; j < rankings.length; j++) {
var rows = document.getElementById(rankings[j]).rows;
for(var i = 1, td; i < rows.length; i++){
td = document.createElement('td');
td.appendChild(document.createTextNode(i));
rows[i].insertBefore(td, rows[i].firstChild);
}
}
</script>
</body></html>