Repository navigation
Expand file tree
/
Copy pathindex_2024.html
More file actions
688 lines (607 loc) · 35.6 KB
/
Copy pathindex_2024.html
File metadata and controls
688 lines (607 loc) · 35.6 KB
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
<!DOCTYPE HTML>
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>Sunipa Dev</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="" />
<meta name="keywords" content="" />
<meta name="author" content="" />
<!-- Facebook and Twitter integration -->
<meta property="og:title" content=""/>
<meta property="og:image" content=""/>
<meta property="og:url" content=""/>
<meta property="og:site_name" content=""/>
<meta property="og:description" content=""/>
<meta name="twitter:title" content="" />
<meta name="twitter:image" content="" />
<meta name="twitter:url" content="" />
<meta name="twitter:card" content="" />
<!-- Place favicon.ico and apple-touch-icon.png in the root directory -->
<link rel="shortcut icon" href="favicon.ico">
<link href="https://fonts.googleapis.com/css?family=Quicksand:300,400,500,700" rel="stylesheet">
<link href="https://fonts.googleapis.com/css?family=Playfair+Display:400,400i,700" rel="stylesheet">
<!-- Animate.css -->
<link rel="stylesheet" href="css/animate.css">
<!-- Icomoon Icon Fonts-->
<link rel="stylesheet" href="css/icomoon.css">
<!-- Bootstrap -->
<link rel="stylesheet" href="css/bootstrap.css">
<!-- Flexslider -->
<link rel="stylesheet" href="css/flexslider.css">
<!-- Flaticons -->
<link rel="stylesheet" href="fonts/flaticon/font/flaticon.css">
<!-- Owl Carousel -->
<link rel="stylesheet" href="css/owl.carousel.min.css">
<link rel="stylesheet" href="css/owl.theme.default.min.css">
<!-- Theme style -->
<link rel="stylesheet" href="css/style.css">
<!-- Modernizr JS -->
<script src="js/modernizr-2.6.2.min.js"></script>
<!-- FOR IE9 below -->
<!--[if lt IE 9]>
<script src="js/respond.min.js"></script>
<![endif]-->
</head>
<body>
<div id="colorlib-page">
<div class="container-wrap">
<a href="#" class="js-colorlib-nav-toggle colorlib-nav-toggle" data-toggle="collapse" data-target="#navbar" aria-expanded="false" aria-controls="navbar"><i></i></a>
<aside id="colorlib-aside" role="complementary" class="border js-fullheight">
<div class="text-center">
<div class="author-img" style="background-image: url(images/IMG_5932.jpg);"></div>
<h1 id="colorlib-logo"><a href="index.html">Sunipa Dev</a></h1>
<span class="position">she/her <p><a href="https://ai.google/research/"> Research Scientist, Google</a></p></span>
</div>
<nav id="colorlib-main-menu" role="navigation" class="navbar">
<div id="navbar" class="collapse">
<ul>
<!--<li class="active"><a href="#" data-nav-section="home">Home</a></li>-->
<li><a href="#" data-nav-section="about">About</a></li>
<!-- <li><a href="#" data-nav-section="services">Services</a></li> -->
<!--<li><a href="#" data-nav-section="skills">Skills</a></li>-->
<li><a href="#" data-nav-section="news">News</a></li>
<!--<li><a href="#" data-nav-section="experience">Research</a></li>-->
<!--<li><a href="#" data-nav-section="education">Education</a></li>-->
<!--<li><a href="#" data-nav-section="publications">Publications</a></li>-->
<!--<li><a href="#" data-nav-section="teaching">Teaching</a></li>-->
<!--<li><a href="#" data-nav-section="resources">Resources</a></li>-->
<li><a href="#" data-nav-section="cv">CV</a></li>
<!--<li><a href="#" data-nav-section="blog">Blog</a></li>-->
<!--<li><a href="#" data-nav-section="contact">Contact</a></li>-->
</ul>
</div>
</nav>
<div class="colorlib-footer">
<p><small>© <!-- Link back to Colorlib can't be removed. Template is licensed under CC BY 3.0. -->
Copyright ©<script>document.write(new Date().getFullYear());</script> All rights reserved | This template is made with <i class="icon-heart" aria-hidden="true"></i> by <a href="https://colorlib.com" target="_blank">Colorlib</a>
<!-- Link back to Colorlib can't be removed. Template is licensed under CC BY 3.0. --> </span> <!--<span>Demo Images: <a href="https://unsplash.com/" target="_blank">Unsplash.com</a></span>--></small></p>
<ul>
<li><a href="#"><i class="icon-facebook2"></i></a></li>
<li><a href="#"><i class="icon-twitter2"></i></a></li>
<li><a href="#"><i class="icon-instagram"></i></a></li>
<li><a href="https://www.linkedin.com/in/sunipa-dev-a12906126/"><i class="icon-linkedin2"></i></a></li>
</ul>
</div>
</aside>
<div id="colorlib-main">
<!-- <section id="colorlib-hero" class="js-fullheight" data-section="home">
<div class="flexslider js-fullheight">
<ul class="slides">
<li style="background-image: url(images/gray.jpg);">
<div class="overlay"></div>
<div class="container-fluid">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3 col-sm-12 col-xs-12 js-fullheight slider-text">
<div class="slider-text-inner js-fullheight">
<div class="desc">
<h1> </h1>
<h2 class="colorlib-heading">Sunipa Dev</h2>
<p> <strong>Hi I'm Sunipa Dev
</strong> I am a PhD student advised by <a href = "https://www.cs.utah.edu/~jeffp/"> Dr. Jeff Phillips </a> at the <a href = "http://www.cs.utah.edu"> School of Computing</a> at the <a href="https://www.utah.edu"> University of Utah</a>. Currently my research involves word embeddings and their geometry and the pursuit to make them more robust, interpretable and fair. My research interests broadly encompass various modules of machine learning, NLP and data mining..</p>
<p>Before joining my PhD position in 2016, I completed my integrated BS - MS in Mathematics at the <a href="https://www.iiserkol.ac.in">Indian Institute of Science Research and Education, Kolkata </a> where I did research on graph theory and brain mapping with <a href ="https://www.iiserkol.ac.in/~anirban.banerjee/"> Dr. Anirban Banerjee </a>.</p>
<h2>100% html5 bootstrap templates Made by <a href="https://colorlib.com/" target="_blank">colorlib.com</a></h2>
<p><a class="btn btn-primary btn-learn">Download CV <i class="icon-download4"></i></a></p>
</div>
</div>
</div>
</div>
</div>
</li>
<li style="background-image: url(images/img_bg_2.jpg);">
<div class="overlay"></div>
<div class="container-fluid">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3 col-sm-12 col-xs-12 js-fullheight slider-text">
<div class="slider-text-inner">
<div class="desc"><p>
<h1>I am <br>a Designer</h1>
<h2>100% html5 bootstrap templates Made by <a href="https://colorlib.com/" target="_blank">colorlib.com</a></h2>
<p><a class="btn btn-primary btn-learn">View Portfolio <i class="icon-briefcase3"></i></a></p>
</div>
</div>
</div>
</div>
</div>
</li>
</ul>
</div>
</section> -->
<section class="colorlib-about" data-section="about">
<div class="colorlib-narrow-content">
<div class="row">
<div class="col-md-12">
<div class="row row-bottom-padded-sm">
<div class="col-md-12">
<div class="about-desc">
<!--<span class="heading-meta">About The primary effect we observe is how this decouples problematic and stereotypically biased associations between concepts (such as gender and occupation types or nationality and the perception of good versus evil). </span>-->
<h1 class="colorlib-heading">About</h1>
<p> <!--<strong>Hi I'm Sunipa Dev-->
</strong>
I am a Senior Research Scientist at <a href = 'https://ai.google/research/'>Google Research</a> on the Technology, AI, Society, and Culture (TASC) team. My research is at the intersection of language, AI, and society and I work towards the goal of building safe, and inclusive AI that is beneficial for the global majority. Some of my current objectives are grouding evaluations of generative models in real world experiences, and contextualizing them with diverse global perspectives and socio-cultural differences. I investigate and develop complementary socio-tecnhonal approaches to imbue an understanding of fairness across different fluid, and intersectional identities of people and channel them into robust, scalable model measurements, and interventions.<!-- --></p>
<p>Prior to this, I was fortunate to recieve the <a href = "https://cifellows2020.org"> NSF Computing Innovation Fellowship </a> to work with <a href = "http://web.cs.ucla.edu/~kwchang/"> Dr. Kai-Wei Chang </a> at <a href = "https://samueli.ucla.edu/"> UCLA</a> where I also received the <a href = "https://www.daad.de/en/the-daad/postdocnet/fellows/fellows/"> DAAD AInet award</a>, before which I completed my PhD with <a href = "https://www.cs.utah.edu/~jeffp/"> Dr. Jeff Phillips </a> at the <a href = "http://www.cs.utah.edu"> School of Computing</a> in <a href="https://www.utah.edu"> University of Utah</a>.
<!-- My dissertation work investigated some fundamental questions about the interpretability and fairness of high-dimensional, distributed representations with a focus on language representations. Among some other challenges, it focussed on understanding the structure and alignment between these embeddings and isolating different concept subspaces within them. As a primary application, it helps identify, disentangle and mitigate biased associations and unfair representations of people of different demographics that the embeddings learn from underlying data and also enhance the interpretability of distributed representations. Using different fundamental NLU tasks, my work also builds different robust evaluation paradigms for problematic and undesirable associations or properties learnt by representations.--></p>
<!--<p>During this time, I was interned with Microsoft and Visa Research, where I worked to make sense of noisy, high-dimensional embeddings of merchant and user based on transaction data, and make interpretable recommednations for diverse user pools. Multiple patents have resulted from this work in conjunction with Visa Research, who also funded my final year of graduate school. </p>
</p>-->
<!--<p>Prior to joining my PhD position in 2016, I completed my integrated BS - MS in Mathematics at the <a href="https://www.iiserkol.ac.in">Indian Institute of Science Research and Education, Kolkata </a> where I researched correlations between different brain functionalities (such as vision and taste) based on FMRI data using network theory with <a href ="https://www.iiserkol.ac.in/~anirban.banerjee/"> Dr. Anirban Banerjee </a>.</p>-->
<p>I organize multiple workshops at *CL conferences, particularly the <a href = "https://c3nlp.github.io/"> Cross Cultural Considerations in NLP </a> workshop which has helped mobiilize researchers engaged with multi-cultural NLP of the world, and the <a href = "https://sites.google.com/corp/view/hciandnlp/home"> HCI + NLP </a> workshop which bridges together interdisciplinary work that is much needed to push the forntiers of language technologies. I am also an advisor and former organizer for the Widening NLP or <a href = "www.winlp.org"> WiNLP </a> workshop. Reach out to know more or to join us! </p>
<p> A full list of my publications can be found <a href="https://scholar.google.com/citations?user=EV1DgP0AAAAJ&hl=en">here.</font></a> The best way to reach me is at sunipadev [AT] google [DOT] com.</p>
<ul>
<table style="width:15%">
<tr>
<th> <a href="https://github.com/sunipa"><i class="icon-github" style="font-size: 2em;"></i></a> </th>
<th> <a href="https://www.linkedin.com/in/sunipa-dev-a12906126/"><i class="icon-linkedin2" style="font-size: 2em"></i></a> </th>
</tr>
</table>
<!--<li><a href="#"><i class="icon-facebook2"></i></a></li>-->
<!--<li><a href="#"><i class="icon-twitter2"></i></a></li>-->
</ul>
</div>
</div>
</div>
<!--<div class="row">
<div class="col-md-3 animate-box" data-animate-effect="fadeInLeft">
<div class="services color-1">
<span class="icon2"><i class="icon-bulb"></i></span>
<h3>Graphic Design</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInRight">
<div class="services color-2">
<span class="icon2"><i class="icon-globe-outline"></i></span>
<h3>Web Design</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInTop">
<div class="services color-3">
<span class="icon2"><i class="icon-data"></i></span>
<h3>Software</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInBottom">
<div class="services color-4">
<span class="icon2"><i class="icon-phone3"></i></span>
<h3>Application</h3>
</div>
</div>
</div>-->
<!--<div class="row">
<div class="col-md-12 animate-box" data-animate-effect="fadeInLeft">
<div class="hire">
<h2>I am happy to know you <br>that 300+ projects done sucessfully!</h2>
<a href="#" class="btn-hire">Hire me</a>
</div>
</div>
</div>-->
</div>
</div>
</div>
</section>
<section class="colorlib-about" data-section="news">
<div class="colorlib-narrow-content">
<div class="row">
<div class="col-md-12">
<div class="row row-bottom-padded-sm">
<div class="col-md-12">
<div class="about-desc">
<!--<span class="heading-meta">About</span>-->
<h1 class="colorlib-heading">News</h1>
<ul>
<!--<li class="active"><a href="#" data-nav-section="home">Home</a></li>-->
<li> I was a Keynote Panelist for the inaugural <a href = "https://2024.colmweb.org/SpecialSessions.html"> Conference on Language Modeling </a> (COLM 2024), where I discussed the importance of <a href = "https://www.youtube.com/watch?v=aNPa00_-DbA"> multi-cultural AI</a>. I have also discussed this at the <a href = "https://www.cs.cmu.edu/afs/cs.cmu.edu/Web/Posters/LTIColloq-SunipaDev24.pdf">CMU LTI Colloquim</a>, a keynote at the <a href = "https://sites.google.com/corp/view/dai-2024/speakers">Deployable AI Workshop</a> at AAAI 2024, and panels at <a href="https://www.winlp.org/winlp-2024-workshop/">WiNLP 2024</a>, and <a href ="https://jointmathematicsmeetings.org/meetings/national/jmm2025/2314_progfull.html">JMM 2025</a>.</li>
<!--<li> I have been promoted to Senior Research Scientist at Google Research in October 2023.</li>-->
<li> You can now read more on my work and thoughts about improving model performance on gendered translations and culturally salient user queries in this article in <a href= "https://www.nature.com/articles/s43588-024-00695-4">Nature Computational Science</a>. A more detailed overview is also shared in <a href = "https://blog.google/technology/ai/reducing-gender-based-harms-in-ai-with-sunipa-dev/"> The Keyword</a>.</li>
<li> As the Ethics Chairs for EMNLP 2024, Luciana Benotti, Snigdha Chaturvedi, and I have drafted <a href = "https://2024.emnlp.org/Strengthening-Ethical-Review-in-Natural-Language-Processing-Insights,-Best-Practices,-Resources-and-Paths-Forward/">guidelines</a> for future editions. I continue to Senior Area Chair for <a href = "https://aclrollingreview.org/">ACL ARR</a> and <a href ="https://naacl.org/">NAACL</a>.</li>
<li> Along with coorganizers Luciana Benotti, Vinodkumar Prabhakaran, Guido Ivetto, I will be at <a href = "https://khipu.ai/">Khipu AI </a> in Santiago, Chile in March 2025 with a new tutorial demonstrating the importance of scalable, cross-cultural evaluations of generative models.</li>
<li> We will be organizing the 3rd Workshop on <a href = "https://c3nlp.github.io/"> Cross Cultural Considerations </a> at NAACL 2025, and the 4th Workshop on <a href = "https://sites.google.com/corp/view/hciandnlp/home"> HCI + NLP</a> at EMNLP 2025. Bth workshop teams are excited to continue the fabulous conversations in the journey so far!</li>
<!--<li> I will be in Singapore for EMNLP 2023 where I will be organizing <a href = "www.winlp.org"> WiNLP </a>. Come say hi! </li>-->
<!--<li> Our paper on community engaged stereotype evaluation resources has been accepted at <a href = "https://arxiv.org/abs/2307.10514"> NeurIPS 2023 </a>. </li> -->
<li>One of our papers at ACL on the <a href = "https://aclanthology.org/2023.acl-short.118/"> robustness of bias measurements in NLP </a> has won the Outstanding Paper Award! </li>
<li> I am pleased to be named on the list of <a href= "https://womeninaiethics.org/the-list/of-2022/">100 Brilliant Women in AI Ethics</a> alongside many other amazing women! My evaluative datasets have also been contributed by Google to the <a href = "https://research.google/blog/supporting-benchmarks-for-ai-safety-with-mlcommons/">ML Commons</a>.</li>
</ul>
</div>
</div>
</div>
<!--<div class="row">
<div class="col-md-3 animate-box" data-animate-effect="fadeInLeft">
<div class="services color-1">
<span class="icon2"><i class="icon-bulb"></i></span>
<h3>Graphic Design</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInRight">
<div class="services color-2">
<span class="icon2"><i class="icon-globe-outline"></i></span>
<h3>Web Design</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInTop">
<div class="services color-3">
<span class="icon2"><i class="icon-data"></i></span>
<h3>Software</h3>
</div>
</div>
<div class="col-md-3 animate-box" data-animate-effect="fadeInBottom">
<div class="services color-4">
<span class="icon2"><i class="icon-phone3"></i></span>
<h3>Application</h3>
</div>
</div>
</div>-->
<!--<div class="row">
<div class="col-md-12 animate-box" data-animate-effect="fadeInLeft">
<div class="hire">
<h2>I am happy to know you <br>that 300+ projects done sucessfully!</h2>
<a href="#" class="btn-hire">Hire me</a>
</div>
</div>
</div>-->
</div>
</div>
</div>
</section>
<!--<section class="colorlib-services" data-section="services">
<div class="colorlib-narrow-content">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3 animate-box" data-animate-effect="fadeInLeft">
<span class="heading-meta">What I do?</span>
<h2 class="colorlib-heading">Here are some of my expertise</h2>
</div>
</div>
<div class="row row-pt-md">
<div class="col-md-4 text-center animate-box">
<div class="services color-1">
<span class="icon">
<i class="icon-bulb"></i>
</span>
<div class="desc">
<h3>Innovative Ideas</h3>
<p>Separated they live in Bookmarksgrove right at the coast of the Semantics</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-2">
<span class="icon">
<i class="icon-data"></i>
</span>
<div class="desc">
<h3>Software</h3>
<p>Separated they live in Bookmarksgrove right at the coast of the Semantics</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-3">
<span class="icon">
<i class="icon-phone3"></i>
</span>
<div class="desc">
<h3>Application</h3>
<p>Separated they live in Bookmarksgrove right at the coast of the Semantics</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-4">
<span class="icon">
<i class="icon-layers2"></i>
</span>
<div class="desc">
<h3>Graphic Design</h3>
<p>Separated they live in Bookmarksgrove right at the coast of the Semantics</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-5">
<span class="icon">
<i class="icon-data"></i>
</span>
<div class="desc">
<h3>Software</h3>
<p>Separated they live in Bookmarksgrove right at the coast of the Semantics</p>
</div>
</div>
</div>
<div class="col-md-4 text-center animate-box">
<div class="services color-6">
<span class="icon">
<i class="icon-phone3"></i>
</span>
<div class="desc">
<h3>Application</h3>
<p>Separated they live in Bookmarksgrove right at the coast of the Semantics</p>
</div>
</div>
</div>
</div>
</div>
</section>-->
<!--<div id="colorlib-counter" class="colorlib-counters" style="background-image: url(images/cover_bg_1.jpg);" data-stellar-background-ratio="0.5">
<div class="overlay"></div>
<div class="colorlib-narrow-content">
<div class="row">
</div>
<div class="row">
<div class="col-md-3 text-center animate-box">
<span class="colorlib-counter js-counter" data-from="0" data-to="309" data-speed="5000" data-refresh-interval="50"></span>
<span class="colorlib-counter-label">Cups of coffee</span>
</div>
<div class="col-md-3 text-center animate-box">
<span class="colorlib-counter js-counter" data-from="0" data-to="356" data-speed="5000" data-refresh-interval="50"></span>
<span class="colorlib-counter-label">Projects</span>
</div>
<div class="col-md-3 text-center animate-box">
<span class="colorlib-counter js-counter" data-from="0" data-to="30" data-speed="5000" data-refresh-interval="50"></span>
<span class="colorlib-counter-label">Clients</span>
</div>
<div class="col-md-3 text-center animate-box">
<span class="colorlib-counter js-counter" data-from="0" data-to="10" data-speed="5000" data-refresh-interval="50"></span>
<span class="colorlib-counter-label">Partners</span>
</div>
</div>
</div>
</div>-->
<!--<section class="colorlib-skills" data-section="skills">
<div class="colorlib-narrow-content">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3 animate-box" data-animate-effect="fadeInLeft">
<span class="heading-meta">My Specialty</span>
<h2 class="colorlib-heading animate-box">My Skills</h2>
</div>
</div>
<div class="row">
<div class="col-md-12 animate-box" data-animate-effect="fadeInLeft">
<p>The Big Oxmox advised her not to do so, because there were thousands of bad Commas, wild Question Marks and devious Semikoli, but the Little Blind Text didn’t listen. She packed her seven versalia, put her initial into the belt and made herself on the way.</p>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInLeft">
<div class="progress-wrap">
<h3>Photoshop</h3>
<div class="progress">
<div class="progress-bar color-1" role="progressbar" aria-valuenow="75"
aria-valuemin="0" aria-valuemax="100" style="width:75%">
<span>75%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInRight">
<div class="progress-wrap">
<h3>jQuery</h3>
<div class="progress">
<div class="progress-bar color-2" role="progressbar" aria-valuenow="60"
aria-valuemin="0" aria-valuemax="100" style="width:60%">
<span>60%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInLeft">
<div class="progress-wrap">
<h3>HTML5</h3>
<div class="progress">
<div class="progress-bar color-3" role="progressbar" aria-valuenow="85"
aria-valuemin="0" aria-valuemax="100" style="width:85%">
<span>85%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInRight">
<div class="progress-wrap">
<h3>CSS3</h3>
<div class="progress">
<div class="progress-bar color-4" role="progressbar" aria-valuenow="90"
aria-valuemin="0" aria-valuemax="100" style="width:90%">
<span>90%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInLeft">
<div class="progress-wrap">
<h3>WordPress</h3>
<div class="progress">
<div class="progress-bar color-5" role="progressbar" aria-valuenow="70"
aria-valuemin="0" aria-valuemax="100" style="width:70%">
<span>70%</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 animate-box" data-animate-effect="fadeInRight">
<div class="progress-wrap">
<h3>SEO</h3>
<div class="progress">
<div class="progress-bar color-6" role="progressbar" aria-valuenow="80"
aria-valuemin="0" aria-valuemax="100" style="width:80%">
<span>80%</span>
</div>
</div>
</div>
</div>
</div>
</div>
</section>-->
<!-- <section class="colorlib-experience" data-section="experience">
<div class="colorlib-narrow-content">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3" data-animate-effect="fadeInLeft">
<h1 class="colorlib-heading">Research Projects</h1>
</div>
</div>
<article>
<div class="timeline-entry-inner">
<div class="timeline-label">
<h2>Absolute Orientation of Word Embedding Alignment </h2>
<p>We explore ways to align high dimensional word embeddings extracted by different methods and from different datasets with each other. We also look at the different applications of this technique such as boosting embedding performance and language translation. It is possible to extend these methods to other sets of high dimensional vectors as well.</p>
<p> The full paper can be found <a href = "http://arxiv.org/abs/1806.01330">here</a>. --
My presentation slides from ICDM 2019 can be found <a href="https://github.com/sunipa/sunipa.github.io/blob/master/absOr.pdf">here</a>.</p>
<p> Code can be found <a href = "https://github.com/sunipa/Abs-Orientation">here</a> </p>
</div>
</div>
</article>
<article>
<div class="timeline-entry-inner">
<div class="timeline-label">
<h2>Attenuating Bias in Word Vectors ></h2>
<p>In this project, we explore and compare ways to detect and reduce different social biases significantly from word embeddings. We perform the geometric operation of linear projection uniformly on all word vectors to correct the bias. We also devise two quantitative methods to uniformly adjudge the gender bias and quality of the embeddings. Finally, we demonstrate the use names as a powerful tool in the detection of bias directions of different types of biases.</p>
<p> The full paper can be found <a href = "https://arxiv.org/abs/1901.07656">here</a>.
My presentation slides from AIStats 2019 can be found <a href="https://github.com/sunipa/sunipa.github.io/blob/master/Attenuating%20Bias%20Presentation.pdf">here</a>.</p>--
<p> Code can be found <a href = "https://github.com/sunipa/Attenuating-Bias-in-Word-Vec">here</a> </p>
</div>
</div>
</article>
<article>
<div class="timeline-entry-inner">
<div class="timeline-label">
<h2>Combatting Biases in Context-Free and Contextualized Word Embeddings </h2>
<p>We extend out technique of debiaisng embeddings to contextualized embeddings such as ELMo and BERT. We compare the bias content in the different types of embeddings and analyze diffeent types of social biases expressed by them : gender, religion and nationality related biases. We facilitate this analysis by developing a schema of methodical tests based on the task of textual inference such that a deviation of prediction probabilities in the task indicates the amount of bias encoded by the embeddings. </p>
<p> More details can be found <a href = "https://arxiv.org/abs/1901.07656">here</a>. My presentation slides from AAAI 2020 can be found <a href="https://github.com/sunipa/sunipa.github.io/blob/master/AAAI%20Oral.pdf">here</a>.</p>--
<p> Code for developing the test and for debiasing the embeddings can be found <a href = "https://github.com/sunipa/On-Measuring-and-Mitigating-Biased-Inferences-of-Word-Embeddings">here</a> </p>
</div>
</div>
</article>
</div>
</section>--
<section class="colorlib-education" data-section="education">
<div class="colorlib-narrow-content">
<div class="row">
<div class="col-md-6 col-md-offset-3 col-md-pull-3" data-animate-effect="fadeInLeft">
<h1 class="colorlib-heading">Education</h1>
</div>
</div>
<div class="row">
<div class="col-md-12">
<div class="fancy-collapse-panel">
<div class="panel-group" id="accordion" role="tablist" aria-multiselectable="true">--
<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingOne">
<h4 class="panel-title">
<a data-toggle="collapse" data-parent="#accordion" href="#collapseOne" aria-expanded="false" aria-controls="collapseOne">PhD Computing - Data Management and Analysis Track
</a>
</h4>
</div>
<div id="collapseOne" class="panel-collapse collapse in" role="tabpanel" aria-labelledby="headingOne">--
<div class="panel-body">
<div class="row">
<p> PhD in Computing (Data Management and Analysis Track) at the University of Utah, graduated in Fall 2020. </p>
<!--<p>Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.</p>
</div>
</div>
</div>
</div>
<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingTwo">
<h4 class="panel-title">
<a class="collapsed" data-toggle="collapse" data-parent="#accordion" href="#collapseTwo" aria-expanded="false" aria-controls="collapseTwo"> BS - MS Mathematics
</a>
</h4>
</div>
<div id="collapseTwo" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingTwo">
<div class="panel-body">
<p> Completed a dual BS - MS degree majoring in Mathematics at Indian Institute of Science Education ad Research, Kolkata. </p>
</div>
</div>
</div>
<!--<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingThree">
<h4 class="panel-title">
<a class="collapsed" data-toggle="collapse" data-parent="#accordion" href="#collapseThree" aria-expanded="false" aria-controls="collapseThree">Diploma in Information Technology
</a>
</h4>
</div>
<div id="collapseThree" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingThree">
<div class="panel-body">
<p>Far far away, behind the word <strong>mountains</strong>, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.</p>
</div>
</div>
</div>
<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingFour">
<h4 class="panel-title">
<a class="collapsed" data-toggle="collapse" data-parent="#accordion" href="#collapseFour" aria-expanded="false" aria-controls="collapseFour">Diploma in Information Technology
</a>
</h4>
</div>
<div id="collapseFour" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingFour">
<div class="panel-body">
<p>Far far away, behind the word <strong>mountains</strong>, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.</p>
</div>
</div>
</div>
<div class="panel panel-default">
<div class="panel-heading" role="tab" id="headingFive">
<h4 class="panel-title">
<a class="collapsed" data-toggle="collapse" data-parent="#accordion" href="#collapseFive" aria-expanded="false" aria-controls="collapseFive">High School Secondary Education
</a>
</h4>
</div>
<div id="collapseFive" class="panel-collapse collapse" role="tabpanel" aria-labelledby="headingFive">
<div class="panel-body">
<p>Far far away, behind the word <strong>mountains</strong>, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast of the Semantics, a large language ocean.</p>
</div>
</div>
</div> -->
<!--</div>
</div>
</div>
</div>
</div>
</section>-->
<section class="colorlib-experience" data-section="cv">
<div class="colorlib-narrow-content">
<div class="row">
<div>
<!--<object data="Resume_SunipaDev.pdf" type="application/pdf" width="100%" height="100%">
</object>-->
<h2 class="colorlib-heading">CV</h2>
<p>Here's a downloadable version of my <a href="https://github.com/sunipa/sunipa.github.io/blob/master/Resume_SunipaDev_Academic (1).pdf">CV</a>!</p>
<!--<embed src= "Resume_SunipaDev.pdf" width= "800" height= "1100">-->
</div>
</div>
</div>
</section>
</div><!-- end:colorlib-main -->
</div><!-- end:container-wrap -->
</div><!-- end:colorlib-page -->
<!-- jQuery -->
<script src="js/jquery.min.js"></script>
<!-- jQuery Easing -->
<script src="js/jquery.easing.1.3.js"></script>
<!-- Bootstrap -->
<script src="js/bootstrap.min.js"></script>
<!-- Waypoints -->
<script src="js/jquery.waypoints.min.js"></script>
<!-- Flexslider -->
<script src="js/jquery.flexslider-min.js"></script>
<!-- Owl carousel -->
<script src="js/owl.carousel.min.js"></script>
<!-- Counters -->
<script src="js/jquery.countTo.js"></script>
<!-- MAIN JS -->
<script src="js/main.js"></script>
</body>
</html>