---
title: README
emoji: 🐠
colorFrom: pink
colorTo: indigo
sdk: static
pinned: false
---

# 🔥 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>[[📝 paper]]() [[🖼️ Poster]]() [[🎥 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>[[📝 paper]](https://arxiv.org/abs/2203.14139) [[🖼️ Poster]](https://mohsenfayyaz.github.io/files/publications/2022_metaphors_in_plms/metaphors_poster_36x48.pdf) [[🎥 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 BERToids’ 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>[[📝 paper]](https://arxiv.org/abs/2109.05958) [[🖼️ Poster]](https://mohsenfayyaz.github.io/images/posts/2021-09-layer-wise-probing-on-bertoids/NotAllModelsLocalize_poster_36x48.pdf) [[💻 blog]](https://mohsenfayyaz.github.io/posts/layer-wise-probing-on-bertoids/)