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2020 – today
- 2024
[c6]Anna Langedijk, Hosein Mohebbi
, Gabriele Sarti, Willem H. Zuidema, Jaap Jumelet:
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers. NAACL-HLT (Findings) 2024: 4764-4780- [i8]Hosein Mohebbi, Grzegorz Chrupala, Willem H. Zuidema, Afra Alishahi, Ivan Titov:
Disentangling Textual and Acoustic Features of Neural Speech Representations. CoRR abs/2410.03037 (2024) - [i7]Hamidreza Amirzadeh, Afra Alishahi, Hosein Mohebbi:
How Language Models Prioritize Contextual Grammatical Cues? CoRR abs/2410.03447 (2024) - 2023
- [c5]Hosein Mohebbi, Willem H. Zuidema, Grzegorz Chrupala, Afra Alishahi:
Quantifying Context Mixing in Transformers. EACL 2023: 3370-3392 - [c4]Hosein Mohebbi, Grzegorz Chrupala, Willem H. Zuidema, Afra Alishahi:
Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers. EMNLP 2023: 8249-8260 - [e1]Yonatan Belinkov, Sophie Hao, Jaap Jumelet, Najoung Kim, Arya McCarthy, Hosein Mohebbi:
Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2023, Singapore, December 7, 2023. Association for Computational Linguistics 2023, ISBN 979-8-89176-052-3 [contents] - [i6]Hosein Mohebbi, Willem H. Zuidema, Grzegorz Chrupala, Afra Alishahi:
Quantifying Context Mixing in Transformers. CoRR abs/2301.12971 (2023) - [i5]Anna Langedijk, Hosein Mohebbi, Gabriele Sarti, Willem H. Zuidema, Jaap Jumelet:
DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers. CoRR abs/2310.03686 (2023) - [i4]Hosein Mohebbi, Grzegorz Chrupala, Willem H. Zuidema, Afra Alishahi:
Homophone Disambiguation Reveals Patterns of Context Mixing in Speech Transformers. CoRR abs/2310.09925 (2023) - 2022
- [c3]Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
AdapLeR: Speeding up Inference by Adaptive Length Reduction. ACL (1) 2022: 1-15 - [i3]Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
AdapLeR: Speeding up Inference by Adaptive Length Reduction. CoRR abs/2203.08991 (2022) - 2021
- [c2]Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations. BlackboxNLP@EMNLP 2021: 375-388 - [c1]Hosein Mohebbi, Ali Modarressi, Mohammad Taher Pilehvar:
Exploring the Role of BERT Token Representations to Explain Sentence Probing Results. EMNLP (1) 2021: 792-806 - [i2]Hosein Mohebbi, Ali Modarressi, Mohammad Taher Pilehvar:
Exploring the Role of BERT Token Representations to Explain Sentence Probing Results. CoRR abs/2104.01477 (2021) - [i1]Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations. CoRR abs/2109.05958 (2021)
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