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2022
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers
Ali Modarressi*, Mohsen Fayyaz*, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar
* Equal Contribution
NAACL 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages
Ehsan Aghazadeh*, Mohsen Fayyaz* and Yadollah Yaghoobzadeh
* Equal Contribution
ACL 2022
[📝 paper] [🖼️ Poster] [🎥 video] [code]
2021
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations
Mohsen Fayyaz*, Ehsan Aghazadeh*, Ali Modarressi, Hosein Mohebbi and Mohammad Taher Pilehvar
* Equal Contribution
BlackboxNLP @ EMNLP 2021
[📝 paper] [🖼️ Poster] [💻 blog]
models
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TehranNLP-org/bert-large-mnli
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TehranNLP-org/bert-large-sst2
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TehranNLP-org/bert-large-mnli-3ep
Text Classification
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13
TehranNLP-org/bert-large-hateXplain
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17
TehranNLP-org/electra-base-mnli
Text Classification
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7
TehranNLP-org/electra-base-hateXplain
Text Classification
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6
TehranNLP-org/electra-base-sst2
Text Classification
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12
TehranNLP-org/bert-base-uncased-cls-mnli
Text Classification
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18
TehranNLP-org/bert-base-uncased-cls-hatexplain
Text Classification
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29
datasets
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