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lena-voita committed Jun 15, 2020
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<!---(Upcoming talks are <span style="color:gray;font-size:0.9em">in grey</span>)-->


### <span style="color:darkblue"> Speaker </span>

* 01/2020 <span style="color:#5a8f3b">_Evolution of Representations in the Transformer_</span> <span style="font-size:0.9em">(keynote)</span> <a href="https://drive.google.com/file/d/1bEiWUZDNbKAgMkt5PPF9sQl3x9AYNVoZ/view?usp=sharing" class="label slides">Slides</a> <a href="https://youtu.be/ZyWLrBGiEpI" class="label video">Video</a>
* 01/2020 <span class="talk-title">_Evolution of Representations in the Transformer_</span> <span style="font-size:0.9em">(keynote)</span> <a href="https://drive.google.com/file/d/1bEiWUZDNbKAgMkt5PPF9sQl3x9AYNVoZ/view?usp=sharing" class="label slides">Slides</a> <a href="https://youtu.be/ZyWLrBGiEpI" class="label video">Video</a>
<br/>&nbsp; &nbsp; &nbsp; AI & NLP track at [Applied Machine Learning Days at EPFL](https://appliedmldays.org/tracks/ai-nlp), <span style="font-size:0.9em">Lausanne, Switzerland</span>
* 08/2019 <span style="color:#5a8f3b">_Inside the Transformer_</span>
* 08/2019 <span class="talk-title">_Inside the Transformer_</span>
<br/>&nbsp; &nbsp; &nbsp; [Yandex Research Summit](https://yandex.com/promo/academy/yars_2019), <span style="font-size:0.9em">Moscow, Russia (with David Talbot)</span>
* 07/2019 <span style="color:#5a8f3b">_Machine translation: Analyzing multi-head self-attention_</span> <span style="font-size:0.9em">(keynote)</span>
* 07/2019 <span class="talk-title">_Machine translation: Analyzing multi-head self-attention_</span> <span style="font-size:0.9em">(keynote)</span>
<br/>&nbsp; &nbsp; &nbsp; [AIST 2019](http://aistconf.org) <span style="font-size:0.9em">(8th International Conference - Analysis of Images, Social networks and Texts), Kazan, Russia</span>
* 08/2018 <span style="color:#5a8f3b">_Does NMT learn to solve NLP?_</span>
* 08/2018 <span class="talk-title">_Does NMT learn to solve NLP?_</span>
<br/>&nbsp; &nbsp; &nbsp; [Yandex Research Summit](https://yandex.com/promo/academy/yars_2019), <span style="font-size:0.9em">Moscow, Russia (with David Talbot)</span>

### <span style="color:darkblue"> Guest talks </span>
* 06/2020 <span style="color:#5a8f3b">_Information-Theoretic Probing with Minimum Description Length_</span> <a href="https://drive.google.com/file/d/1iP7P0nld_O8op2SLEEX-q7WSFA1rKlfk/view?usp=sharing" class="label slides">Slides</a>
* 06/2020 <span class="talk-title">_Information-Theoretic Probing with Minimum Description Length_</span> <a href="https://drive.google.com/file/d/1iP7P0nld_O8op2SLEEX-q7WSFA1rKlfk/view?usp=sharing" class="label slides">Slides</a>
<br/>&nbsp; &nbsp; &nbsp; Seminar at MIT (remotely)
* 01/2020 <span style="color:#5a8f3b">_Analyzing Information Flow in Transformers_</span> <a href="https://drive.google.com/file/d/1bEiWUZDNbKAgMkt5PPF9sQl3x9AYNVoZ/view?usp=sharing" class="label slides">Slides</a>
* 01/2020 <span class="talk-title">_Analyzing Information Flow in Transformers_</span> <a href="https://drive.google.com/file/d/1bEiWUZDNbKAgMkt5PPF9sQl3x9AYNVoZ/view?usp=sharing" class="label slides">Slides</a>
<br/>&nbsp; &nbsp; &nbsp; [Seminar at Naver Labs Europe](https://europe.naverlabs.com/research/seminars/analyzing-information-flow-in-transformers/), Grenoble, France
<br/>&nbsp; &nbsp; &nbsp; Seminar at Google Research, Berlin, Germany
* 01/2020 <span style="color:#5a8f3b">_Evolution of Representations in the Transformer_</span> <a href="https://drive.google.com/file/d/1bEiWUZDNbKAgMkt5PPF9sQl3x9AYNVoZ/view?usp=sharing" class="label slides">Slides</a> <a href="https://youtu.be/h5N7sbAKBhA" class="label video">Video</a>
* 01/2020 <span class="talk-title">_Evolution of Representations in the Transformer_</span> <a href="https://drive.google.com/file/d/1bEiWUZDNbKAgMkt5PPF9sQl3x9AYNVoZ/view?usp=sharing" class="label slides">Slides</a> <a href="https://youtu.be/h5N7sbAKBhA" class="label video">Video</a>
<br/>&nbsp; &nbsp; &nbsp; [Meetup at Rasa](https://www.meetup.com/ru-RU/Bots-Berlin-Build-better-conversational-interfaces-with-AI/events/267058207/), Berlin, Germany
* 11/2019 [NLP Highlights](https://soundcloud.com/nlp-highlights) podcast
<iframe width="100%" height="170" scrolling="no" frameborder="no" allow="autoplay" src="https://w.soundcloud.com/player/?url=https%3A//api.soundcloud.com/tracks/725286211&color=%23ff5500&auto_play=false&hide_related=false&show_comments=true&show_user=true&show_reposts=false&show_teaser=false&show_artwork=false&visual=false"></iframe>


### <span style="color:darkblue"> Conference talks </span>
* [ACL 2019](http://www.acl2019.org/EN/index.xhtml): <span style="color:#5a8f3b">_Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned_</span>, Florence, Italy <a href="https://drive.google.com/file/d/15U64KJnn-g0Q3FFVblscZVX5_T-qhdvZ/view?usp=sharing" class="label slides">Slides</a> <a href="https://vimeo.com/385434677" class="label video">Video</a>
* [ACL 2018](https://acl2018.org): <span style="color:#5a8f3b">_Context-Aware Neural Machine Translation Learns Anaphora Resolution_</span>, Melbourne, Australia <a href="https://drive.google.com/file/d/1PuEDrl-PqRJdlnEiHReLL7eyjbWd_JPu/view?usp=sharing" class="label slides">Slides</a> <a href="https://vimeo.com/288152860" class="label video">Video</a>
* [ACL 2019](http://www.acl2019.org/EN/index.xhtml): <span class="talk-title">_Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned_</span>, Florence, Italy <a href="https://drive.google.com/file/d/15U64KJnn-g0Q3FFVblscZVX5_T-qhdvZ/view?usp=sharing" class="label slides">Slides</a> <a href="https://vimeo.com/385434677" class="label video">Video</a>
* [ACL 2018](https://acl2018.org): <span class="talk-title">_Context-Aware Neural Machine Translation Learns Anaphora Resolution_</span>, Melbourne, Australia <a href="https://drive.google.com/file/d/1PuEDrl-PqRJdlnEiHReLL7eyjbWd_JPu/view?usp=sharing" class="label slides">Slides</a> <a href="https://vimeo.com/288152860" class="label video">Video</a>

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