diff --git a/talks.md b/talks.md
index dff796a..c91c8c3 100644
--- a/talks.md
+++ b/talks.md
@@ -34,14 +34,16 @@ Program committee:
[Yandex Research Summit](https://yandex.com/promo/academy/yars_2019), Moscow, Russia (with David Talbot)
### Invited talks
-* 08/2020 _Evaluating Source and Target Contributions to NMT Predictions_
-
Unbabel
+* 08-12/2020 _Evaluating Source and Target Contributions to NMT Predictions_ Slides
+
Unbabel
+
ENS Paris
* 06-10/2020 _Information-Theoretic Probing with Minimum Description Length_ Slides
MIT (Massachusetts Institute of Technology)
DeepMind
[Grammarly AI](https://grammarly.ai/information-theoretic-probing-with-minimum-description-length/) Video
[NLP with Friends](https://nlpwithfriends.com) Slides for Friends Video
[CMU (Carnegie Mellon University)](https://www.cs.cmu.edu/calendar/tue-2020-10-27-1100/language-technologies-institute-seminar)
+
[USC ISI](https://nlg.isi.edu/nl-seminar/) Video
* 01/2020 _Analyzing Information Flow in Transformers_ Slides
[Naver Labs Europe](https://europe.naverlabs.com/research/seminars/analyzing-information-flow-in-transformers/), Grenoble, France