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---
title: README
emoji: ๐Ÿ 
colorFrom: pink
colorTo: indigo
sdk: static
pinned: false
---

# ๐Ÿ”ฅ News

<h2>2022</h2>
<hr>

<b>[GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers]()</b> <br>
Ali Modarressi*, Mohsen Fayyaz*, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar <br>
<small>* Equal Contribution</small><br>
<i class="publication-conference">NAACL 2022</i>
<!-- <br>[[๐Ÿ“ paper]]() [[๐Ÿ–ผ๏ธ Poster]]() [[๐ŸŽฅ video]]() -->

<b>[Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages](https://arxiv.org/abs/2203.14139)</b> <br>
Ehsan Aghazadeh*, Mohsen Fayyaz* and Yadollah Yaghoobzadeh <br>
<small>* Equal Contribution</small><br>
<i class="publication-conference">ACL 2022</i>
<br>[[๐Ÿ“ paper]](https://arxiv.org/abs/2203.14139) [[๐Ÿ–ผ๏ธ Poster]](https://mohsenfayyaz.github.io/files/publications/2022_metaphors_in_plms/metaphors_poster_36x48.pdf) [[๐ŸŽฅ video]](https://www.youtube.com/watch?v=UKWFZSiP7OY) [[code]](https://github.com/EhsanAghazadeh/Metaphors_in_PLMs)

<h2>2021</h2>
<hr>

<b>[Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToidsโ€™ Representations](https://arxiv.org/abs/2109.05958)</b> <br>
Mohsen Fayyaz*, Ehsan Aghazadeh*, Ali Modarressi, Hosein Mohebbi and Mohammad Taher Pilehvar <br>
<small>* Equal Contribution</small><br>
<i class="publication-conference">BlackboxNLP @ EMNLP 2021</i>
<br>[[๐Ÿ“ paper]](https://arxiv.org/abs/2109.05958) [[๐Ÿ–ผ๏ธ Poster]](https://mohsenfayyaz.github.io/images/posts/2021-09-layer-wise-probing-on-bertoids/NotAllModelsLocalize_poster_36x48.pdf) [[๐Ÿ’ป blog]](https://mohsenfayyaz.github.io/posts/layer-wise-probing-on-bertoids/)