https://wiki.cs.hse.ru/index.php?action=history&feed=atom&title=Natural_Language_Processing_Blended_2020_module4 2026-09-21T04:31:29Z История изменений этой страницы в вики MediaWiki 1.43.9 https://wiki.cs.hse.ru/index.php?title=Natural_Language_Processing_Blended_2020_module4&diff=40902&oldid=prev 2020-05-05T14:45:13Z

<p><span class="autocomment">Темы занятий</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 14:45, 5 мая 2020</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l19">Строка 19:</td> <td colspan="2" class="diff-lineno">Строка 19:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar2/seminar-week2.ipynb Week2. LSTMs]&#039;&#039;&#039; &lt;br/&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar2/seminar-week2.ipynb Week2. LSTMs]&#039;&#039;&#039; &lt;br/&gt;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar3/seminar-week3.ipynb Week3. Word Embeddings and Topic Modelling]&#039;&#039;&#039; &lt;br/&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar3/seminar-week3.ipynb Week3. Word Embeddings and Topic Modelling]&#039;&#039;&#039; &lt;br/&gt;</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">'''[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar4/nmt_with_attention_ru_eng.ipynb Week4. Sequence to sequence tasks] ''', [https://github.com/huggingface/transformers transformers library] &lt; &lt;br/&gt;</ins></div></td></tr> </table>

Ashestakoff https://wiki.cs.hse.ru/index.php?title=Natural_Language_Processing_Blended_2020_module4&diff=40528&oldid=prev 2020-04-21T17:57:31Z

<p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 17:57, 21 апреля 2020</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l18">Строка 18:</td> <td colspan="2" class="diff-lineno">Строка 18:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]&#039;&#039;&#039; ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ), [https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-nlp-intro.ipynb little nlp introduction] &lt;br/&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]&#039;&#039;&#039; ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ), [https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-nlp-intro.ipynb little nlp introduction] &lt;br/&gt;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar2/seminar-week2.ipynb Week2. LSTMs]&#039;&#039;&#039; &lt;br/&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar2/seminar-week2.ipynb Week2. LSTMs]&#039;&#039;&#039; &lt;br/&gt;</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">'''[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar3/seminar-week3.ipynb Week3. Word Embeddings and Topic Modelling]''' &lt;br/&gt;</ins></div></td></tr> </table>

Ashestakoff https://wiki.cs.hse.ru/index.php?title=Natural_Language_Processing_Blended_2020_module4&diff=40347&oldid=prev 2020-04-15T08:59:30Z

<p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 08:59, 15 апреля 2020</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l17">Строка 17:</td> <td colspan="2" class="diff-lineno">Строка 17:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]&#039;&#039;&#039; ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ), [https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-nlp-intro.ipynb little nlp introduction] &lt;br/&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]&#039;&#039;&#039; ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ), [https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-nlp-intro.ipynb little nlp introduction] &lt;br/&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar2/seminar-week2.ipynb Week2. LSTMs]''' &lt;br/&gt;</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">'''</ins>[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar2/seminar-week2.ipynb Week2. LSTMs]''' &lt;br/&gt;</div></td></tr> </table>

Ashestakoff https://wiki.cs.hse.ru/index.php?title=Natural_Language_Processing_Blended_2020_module4&diff=40346&oldid=prev 2020-04-15T08:59:18Z

<p><span class="autocomment">Темы занятий</span></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 08:59, 15 апреля 2020</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l17">Строка 17:</td> <td colspan="2" class="diff-lineno">Строка 17:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]&#039;&#039;&#039; ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ), [https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-nlp-intro.ipynb little nlp introduction] &lt;br/&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]&#039;&#039;&#039; ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ), [https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-nlp-intro.ipynb little nlp introduction] &lt;br/&gt;</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar2/seminar-week2.ipynb Week2. LSTMs]''' &lt;br/&gt;</ins></div></td></tr> </table>

Ashestakoff https://wiki.cs.hse.ru/index.php?title=Natural_Language_Processing_Blended_2020_module4&diff=40169&oldid=prev 2020-04-08T19:31:25Z

<p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 19:31, 8 апреля 2020</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l16">Строка 16:</td> <td colspan="2" class="diff-lineno">Строка 16:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Темы занятий ==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Темы занятий ==</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>'''[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]''' ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ), <del style="font-weight: bold; text-decoration: none;">(</del>[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-nlp-intro.ipynb little nlp introduction] <del style="font-weight: bold; text-decoration: none;">) </del>&lt;br/&gt;</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>'''[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]''' ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ), [https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-nlp-intro.ipynb little nlp introduction] &lt;br/&gt;</div></td></tr> </table>

Ashestakoff https://wiki.cs.hse.ru/index.php?title=Natural_Language_Processing_Blended_2020_module4&diff=40168&oldid=prev 2020-04-08T19:31:13Z

<p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 19:31, 8 апреля 2020</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l16">Строка 16:</td> <td colspan="2" class="diff-lineno">Строка 16:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Темы занятий ==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Темы занятий ==</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>'''[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]''' ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ) &lt;br/&gt;</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>'''[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]''' ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version<ins style="font-weight: bold; text-decoration: none;">] ), ([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-nlp-intro.ipynb little nlp introduction</ins>] ) &lt;br/&gt;</div></td></tr> </table>

Ashestakoff https://wiki.cs.hse.ru/index.php?title=Natural_Language_Processing_Blended_2020_module4&diff=40165&oldid=prev 2020-04-08T14:52:11Z

<p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="ru"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Предыдущая версия</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Версия от 14:52, 8 апреля 2020</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l16">Строка 16:</td> <td colspan="2" class="diff-lineno">Строка 16:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Темы занятий ==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>== Темы занятий ==</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>'''[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]''' &lt;br/&gt;</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>'''[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]''' <ins style="font-weight: bold; text-decoration: none;">([https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1-tf2.ipynb tf2 version] ) </ins>&lt;br/&gt;</div></td></tr> </table>

Ashestakoff https://wiki.cs.hse.ru/index.php?title=Natural_Language_Processing_Blended_2020_module4&diff=39815&oldid=prev 2020-03-25T16:03:20Z

<p>Новая страница: «&#039;&#039;&#039;Преподаватель&#039;&#039;&#039; - [https://www.hse.ru/staff/ashestakoff Шестаков Андрей]&lt;br /&gt; &#039;&#039;&#039;Форма обратной связи&#039;&#039;&#039; [https:…»</p> <p><b>Новая страница</b></p><div>&#039;&#039;&#039;Преподаватель&#039;&#039;&#039; - [https://www.hse.ru/staff/ashestakoff Шестаков Андрей]&lt;br /&gt;<br /> &#039;&#039;&#039;Форма обратной связи&#039;&#039;&#039; [https://goo.gl/forms/xTfnM328m8ulT4FF2 здесь]&lt;br /&gt;<br /> &#039;&#039;&#039;[https://docs.google.com/spreadsheets/d/1FidE8al_7tdQee4GGi-ZxLf24p0Rr4k6L98MRXnkgT4/edit?usp=sharing Оценки]&#039;&#039;&#039; &lt;br /&gt;<br /> &#039;&#039;&#039;[https://github.com/shestakoff/hse-nlp-poly Course repo]&lt;br /&gt;<br /> &lt;br /&gt;<br /> <br /> == Описание курса ==<br /> Коллосальный рост доступной текстовой информации ускорил развитие научной области, известной как автоматическая обработка естественного языка (англ. Natural Language Processing). В рамках данного курса студенты ознакомятся к задачами, которые решает NLP как с помощью классических, так и с помощью нейросетевых методов. В частности будут разобраны задачи классификации текстов, выявления именованный сущностей, поиск дубликатов и генерация текстов. В качестве выпускного проекта студентам будет предложено разработать бота-ассистента для поиска по порталу StackOverflow.<br /> <br /> Курс основан на онлайн курсе “Natural Language Processing” - https://www.coursera.org/learn/language-processing (платформа - Coursera, разработки – ВШЭ)<br /> <br /> Предполагается, что слушатели прошли вводный курс по языку Python, имеют базовые знания по высшей математике (линейная алгебра, мат. анализ) и методам машинного обучения <br /> <br /> [https://www.hse.ru/data/2019/09/02/1491598217/program-2862557510-oGAj5KWq63.pdf Программа курса]<br /> <br /> == Темы занятий ==<br /> <br /> &#039;&#039;&#039;[https://colab.research.google.com/github/shestakoff/hse-nlp-poly/blob/master/seminar1/seminar-week1.ipynb Week1. Intro and text classification]&#039;&#039;&#039; &lt;br/&gt;</div>

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