Ali Modarressi
2023
Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities
Ali Modarressi
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Hossein Amirkhani
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Mohammad Taher Pilehvar
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition
Ali Modarressi
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Mohsen Fayyaz
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Ehsan Aghazadeh
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Yadollah Yaghoobzadeh
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Mohammad Taher Pilehvar
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
2022
AdapLeR: Speeding up Inference by Adaptive Length Reduction
Ali Modarressi
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Hosein Mohebbi
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Mohammad Taher Pilehvar
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers
Ali Modarressi
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Mohsen Fayyaz
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Yadollah Yaghoobzadeh
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Mohammad Taher Pilehvar
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
2021
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations
Mohsen Fayyaz
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Ehsan Aghazadeh
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Ali Modarressi
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Hosein Mohebbi
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Mohammad Taher Pilehvar
Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP
Exploring the Role of BERT Token Representations to Explain Sentence Probing Results
Hosein Mohebbi
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Ali Modarressi
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Mohammad Taher Pilehvar
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing