-
Notifications
You must be signed in to change notification settings - Fork 1
/
index.html
598 lines (279 loc) · 14 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
<!doctype html>
<html class="theme-next muse use-motion">
<head>
<meta charset="UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1" />
<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1"/>
<meta http-equiv="Cache-Control" content="no-transform" />
<meta http-equiv="Cache-Control" content="no-siteapp" />
<link href="/vendors/fancybox/source/jquery.fancybox.css?v=2.1.5" rel="stylesheet" type="text/css" />
<link href="//fonts.googleapis.com/css?family=Lato:300,300italic,400,400italic,700,700italic&subset=latin,latin-ext" rel="stylesheet" type="text/css">
<link href="/vendors/font-awesome/css/font-awesome.min.css?v=4.4.0" rel="stylesheet" type="text/css" />
<link href="/css/main.css?v=5.0.1" rel="stylesheet" type="text/css" />
<meta name="keywords" content="Hexo, NexT" />
<link rel="shortcut icon" type="image/x-icon" href="/favicon.ico?v=5.0.1" />
<meta name="description" content="营造自由交流学术思想的小生境, 孕育开创性的科学发现">
<meta property="og:type" content="website">
<meta property="og:title" content="集智俱乐部">
<meta property="og:url" content="http://yoursite.com/index.html">
<meta property="og:site_name" content="集智俱乐部">
<meta property="og:description" content="营造自由交流学术思想的小生境, 孕育开创性的科学发现">
<meta name="twitter:card" content="summary">
<meta name="twitter:title" content="集智俱乐部">
<meta name="twitter:description" content="营造自由交流学术思想的小生境, 孕育开创性的科学发现">
<script type="text/javascript" id="hexo.configuration">
var NexT = window.NexT || {};
var CONFIG = {
scheme: 'Muse',
sidebar: {"position":"left","display":"post"},
fancybox: true,
motion: true,
duoshuo: {
userId: 0,
author: '博主'
}
};
</script>
<link rel="canonical" href="http://yoursite.com/"/>
<title> 集智俱乐部 </title>
</head>
<body itemscope itemtype="http://schema.org/WebPage" lang="zh-Hans">
<div class="container one-collumn sidebar-position-left
page-home
">
<div class="headband"></div>
<header id="header" class="header" itemscope itemtype="http://schema.org/WPHeader">
<div class="header-inner"><div class="site-meta ">
<div class="custom-logo-site-title">
<a href="/" class="brand" rel="start">
<span class="logo-line-before"><i></i></span>
<span class="site-title">集智俱乐部</span>
<span class="logo-line-after"><i></i></span>
</a>
</div>
<p class="site-subtitle">让苹果砸得更猛烈些吧!!!</p>
</div>
<div class="site-nav-toggle">
<button>
<span class="btn-bar"></span>
<span class="btn-bar"></span>
<span class="btn-bar"></span>
</button>
</div>
<nav class="site-nav">
<ul id="menu" class="menu">
<li class="menu-item menu-item-home">
<a href="/" rel="section">
<i class="menu-item-icon fa fa-fw fa-home"></i> <br />
首页
</a>
</li>
<li class="menu-item menu-item-archives">
<a href="/archives" rel="section">
<i class="menu-item-icon fa fa-fw fa-archive"></i> <br />
归档
</a>
</li>
<li class="menu-item menu-item-tags">
<a href="/tags" rel="section">
<i class="menu-item-icon fa fa-fw fa-tags"></i> <br />
标签
</a>
</li>
</ul>
</nav>
</div>
</header>
<main id="main" class="main">
<div class="main-inner">
<div class="content-wrap">
<div id="content" class="content">
<section id="posts" class="posts-expand">
<article class="post post-type-normal " itemscope itemtype="http://schema.org/Article">
<header class="post-header">
<h1 class="post-title" itemprop="name headline">
<a class="post-title-link" href="/2016/07/21/swarma-NLP-DL-intro/" itemprop="url">
集智NLP&DL黄埔一期
</a>
</h1>
<div class="post-meta">
<span class="post-time">
<span class="post-meta-item-icon">
<i class="fa fa-calendar-o"></i>
</span>
<span class="post-meta-item-text">发表于</span>
<time itemprop="dateCreated" datetime="2016-07-21T15:35:50+08:00" content="2016-07-21">
2016-07-21
</time>
</span>
<span class="post-comments-count">
|
<a href="/2016/07/21/swarma-NLP-DL-intro/#comments" itemprop="discussionUrl">
<span class="post-comments-count ds-thread-count" data-thread-key="2016/07/21/swarma-NLP-DL-intro/" itemprop="commentsCount"></span>
</a>
</span>
</div>
</header>
<div class="post-body" itemprop="articleBody">
<h2 id="简介"><a href="#简介" class="headerlink" title="简介"></a>简介</h2><p>在全民人工智能的时代,自然语言处理已经成为一个重要的研究领域。我们的日常生活遍及着使用自然语言处理技术的应用:每天使用的搜索引擎、搜索引擎中遇到的广告、垃圾邮件归类、自动翻译、语音助手和自动聊天机器人等。近几年,这些应用的蓬勃发展与其背后自然语言技术的突飞猛进有着紧密的联系——而其中最重要的技术突破便是深度学习与自然语言的结合。除了自然语言处理领域,深度学习还帮助研究者们在计算机视觉、图像处理、语音识别和计算机围棋等领域取得了划时代的成果。</p>
<p>主讲人:李嫣然</p>
<p>北京大学智能科学专业本科,现为香港理工大学在读博士生。研究方向为自然语言处理中的语义表达和语言生成。曾于自然语言领域的顶级会议上发表多篇论文,合著有《科学的极致——漫谈人工智能》一书。集智俱乐部成员,同时是微信公众号[程序媛的日常]的维护者之一小S。</p>
<p>地点:网络</p>
<p>时间:7月底至11月初(晚上或周末),每周举办一期,共十期。</p>
<h2 id="读书会提纲"><a href="#读书会提纲" class="headerlink" title="读书会提纲"></a>读书会提纲</h2><p>Word Representations</p>
<ul>
<li>Distributional vs. Distributed</li>
</ul>
<p>Word2Vec </p>
<ul>
<li>paper (model, negative sampling…) </li>
<li>code </li>
<li>further reading and related issues (polysemy, multilingual…) </li>
</ul>
<p>RNN </p>
<ul>
<li>neural network basics (back propagation, gradient, regularization, activations) </li>
<li>RNN (model, calculation, language modeling) </li>
<li>further reading and related issues (gradient vanishing, GRU, LSTM) </li>
</ul>
<p>CNN </p>
<ul>
<li>convolutional operation basics </li>
<li>paper (model, pooling, sentence modeling, variable-length…) </li>
<li>further reading and related issues (character-level CNN…) </li>
</ul>
<p>Sentiment Analysis </p>
<ul>
<li>Sentiment Analysis tasks and benchmarks (Stanford TreeBank…) </li>
<li>papers (GAN, duyu-tang) </li>
</ul>
<p>Machine Translation </p>
<ul>
<li>Seq2Seq and encoder-decoder framework </li>
<li>papers (attention, code) </li>
<li>further reading and related issues (<a href="http://www.statmt.org/ued/?" target="_blank" rel="external">http://www.statmt.org/ued/?</a> n=Public.WeeklyMeeting) </li>
</ul>
<h2 id="相关资料"><a href="#相关资料" class="headerlink" title="相关资料"></a>相关资料</h2><ul>
<li><a href="http://pan.baidu.com/s/1qYN9yji" target="_blank" rel="external">线上读书会资料百度网盘</a> 密码:j7hu </li>
<li><a href="http://v.qq.com/x/page/s0311ndiz39.html" target="_blank" rel="external">小S线下读书会视频</a> </li>
<li><a href="https://github.com/swarma/nlp_resource/blob/master/slides/NLP_DL_Yanran.pdf" target="_blank" rel="external">视频slides</a> </li>
<li><a href="http://mp.weixin.qq.com/s?__biz=MzIzMjQyNzQ5MA==&mid=2247483667&idx=1&sn=658da85489324e125dbd2941cca50bd6&scene=0#wechat_redirect" target="_blank" rel="external">读书会笔记</a></li>
<li><a href="https://github.com/swarma" target="_blank" rel="external">github</a></li>
<li><a href="http://yanran.li/" target="_blank" rel="external">小S个人网站</a></li>
</ul>
</div>
<div>
</div>
<div>
</div>
<footer class="post-footer">
<div class="post-eof"></div>
</footer>
</article>
</section>
</div>
</div>
<div class="sidebar-toggle">
<div class="sidebar-toggle-line-wrap">
<span class="sidebar-toggle-line sidebar-toggle-line-first"></span>
<span class="sidebar-toggle-line sidebar-toggle-line-middle"></span>
<span class="sidebar-toggle-line sidebar-toggle-line-last"></span>
</div>
</div>
<aside id="sidebar" class="sidebar">
<div class="sidebar-inner">
<section class="site-overview sidebar-panel sidebar-panel-active ">
<div class="site-author motion-element" itemprop="author" itemscope itemtype="http://schema.org/Person">
<img class="site-author-image" itemprop="image"
src="https://avatars0.githubusercontent.com/u/20303472?v=3&s=200"
alt="集智俱乐部" />
<p class="site-author-name" itemprop="name">集智俱乐部</p>
<p class="site-description motion-element" itemprop="description">营造自由交流学术思想的小生境, 孕育开创性的科学发现</p>
</div>
<nav class="site-state motion-element">
<div class="site-state-item site-state-posts">
<a href="/archives">
<span class="site-state-item-count">1</span>
<span class="site-state-item-name">日志</span>
</a>
</div>
</nav>
<div class="links-of-author motion-element">
</div>
<div class="links-of-blogroll motion-element links-of-blogroll-inline">
<div class="links-of-blogroll-title">
<i class="fa fa-fw fa-globe"></i>
Links
</div>
<ul class="links-of-blogroll-list">
<li class="links-of-blogroll-item">
<a href="http://www.swarma.org/swarma/" title="集智俱乐部" target="_blank">集智俱乐部</a>
</li>
<li class="links-of-blogroll-item">
<a href="http://wiki.swarma.net/" title="集智百科" target="_blank">集智百科</a>
</li>
<li class="links-of-blogroll-item">
<a href="http://yanran.li/" title="Yanran Li" target="_blank">Yanran Li</a>
</li>
</ul>
</div>
</section>
</div>
</aside>
</div>
</main>
<footer id="footer" class="footer">
<div class="footer-inner">
<div class="copyright" >
©
<span itemprop="copyrightYear">2016</span>
<span class="with-love">
<i class="fa fa-heart"></i>
</span>
<span class="author" itemprop="copyrightHolder">集智俱乐部</span>
</div>
<div class="powered-by">
由 <a class="theme-link" href="http://hexo.io">Hexo</a> 强力驱动
</div>
<div class="theme-info">
主题 -
<a class="theme-link" href="https://github.com/iissnan/hexo-theme-next">
NexT.Muse
</a>
</div>
</div>
</footer>
<div class="back-to-top">
<i class="fa fa-arrow-up"></i>
</div>
</div>
<script type="text/javascript">
if (Object.prototype.toString.call(window.Promise) !== '[object Function]') {
window.Promise = null;
}
</script>
<script type="text/javascript" src="/vendors/jquery/index.js?v=2.1.3"></script>
<script type="text/javascript" src="/vendors/fastclick/lib/fastclick.min.js?v=1.0.6"></script>
<script type="text/javascript" src="/vendors/jquery_lazyload/jquery.lazyload.js?v=1.9.7"></script>
<script type="text/javascript" src="/vendors/velocity/velocity.min.js?v=1.2.1"></script>
<script type="text/javascript" src="/vendors/velocity/velocity.ui.min.js?v=1.2.1"></script>
<script type="text/javascript" src="/vendors/fancybox/source/jquery.fancybox.pack.js?v=2.1.5"></script>
<script type="text/javascript" src="/js/src/utils.js?v=5.0.1"></script>
<script type="text/javascript" src="/js/src/motion.js?v=5.0.1"></script>
<script type="text/javascript" src="/js/src/bootstrap.js?v=5.0.1"></script>
<script type="text/javascript">
var duoshuoQuery = {short_name:"swarmagent"};
(function() {
var ds = document.createElement('script');
ds.type = 'text/javascript';ds.async = true;
ds.id = 'duoshuo-script';
ds.src = (document.location.protocol == 'https:' ? 'https:' : 'http:') + '//static.duoshuo.com/embed.js';
ds.charset = 'UTF-8';
(document.getElementsByTagName('head')[0]
|| document.getElementsByTagName('body')[0]).appendChild(ds);
})();
</script>
<script src="/vendors/ua-parser-js/dist/ua-parser.min.js?v=0.7.9"></script>
<script src="/js/src/hook-duoshuo.js"></script>
</body>
</html>