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2020 – today
- 2024
[c7]Ali Modarressi, Abdullatif Köksal, Hinrich Schütze:
Consistent Document-level Relation Extraction via Counterfactuals. EMNLP (Findings) 2024: 11501-11507- [i10]Ali Modarressi, Abdullatif Köksal, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze:
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory. CoRR abs/2404.11672 (2024) - [i9]Ali Modarressi, Abdullatif Köksal, Hinrich Schütze:
Consistent Document-Level Relation Extraction via Counterfactuals. CoRR abs/2407.06699 (2024) - 2023
- [c6]Ali Modarressi, Mohsen Fayyaz, Ehsan Aghazadeh, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition. ACL (1) 2023: 2649-2664 - [c5]Ali Modarressi, Hossein Amirkhani, Mohammad Taher Pilehvar:
Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities. EACL 2023: 1946-1951 - [i8]Ali Modarressi, Hossein Amirkhani, Mohammad Taher Pilehvar:
Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities. CoRR abs/2302.02852 (2023) - [i7]Ali Modarressi, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze:
RET-LLM: Towards a General Read-Write Memory for Large Language Models. CoRR abs/2305.14322 (2023) - [i6]Ali Modarressi, Mohsen Fayyaz, Ehsan Aghazadeh, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition. CoRR abs/2306.02873 (2023) - 2022
- [c4]Ali Modarressi, Hosein Mohebbi
, Mohammad Taher Pilehvar:
AdapLeR: Speeding up Inference by Adaptive Length Reduction. ACL (1) 2022: 1-15 - [c3]Ali Modarressi, Mohsen Fayyaz, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers. NAACL-HLT 2022: 258-271 - [i5]Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar:
AdapLeR: Speeding up Inference by Adaptive Length Reduction. CoRR abs/2203.08991 (2022) - [i4]Ali Modarressi, Mohsen Fayyaz, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar:
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers. CoRR abs/2205.03286 (2022) - [i3]Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Mohammad Taher Pilehvar, Yadollah Yaghoobzadeh, Samira Ebrahimi Kahou:
BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning. CoRR abs/2211.05610 (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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