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Ahmad Rashid
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Journal Articles
- 2021
- [j1]Abbas Ghaddar, Philippe Langlais, Ahmad Rashid, Mehdi Rezagholizadeh:
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition. Trans. Assoc. Comput. Linguistics 9: 586-604 (2021)
Conference and Workshop Papers
- 2024
- [c17]Ahmad Rashid, Serena Hacker, Guojun Zhang, Agustinus Kristiadi, Pascal Poupart:
Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks. AISTATS 2024: 3034-3042 - 2023
- [c16]Runcheng Liu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart:
Attribute Controlled Dialogue Prompting. ACL (Findings) 2023: 2380-2389 - [c15]Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Philippe Langlais:
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization. ACL (Findings) 2023: 5759-5774 - 2022
- [c14]Ali Edalati, Marzieh S. Tahaei, Ahmad Rashid, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh:
Kronecker Decomposition for GPT Compression. ACL (2) 2022: 219-226 - [c13]Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Xinyu Duan, Zhefeng Wang, Baoxing Huai, Xin Jiang, Qun Liu, Philippe Langlais:
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing. EMNLP 2022: 3135-3151 - [c12]Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais:
Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging. EMNLP (Findings) 2022: 4948-4954 - [c11]Kira A. Selby, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart:
Learning functions on multiple sets using multi-set transformers. UAI 2022: 1760-1770 - 2021
- [c10]Ahmad Rashid, Vasileios Lioutas, Mehdi Rezagholizadeh:
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation. ACL/IJCNLP (1) 2021: 1062-1071 - [c9]Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, Ahmad Rashid:
End-to-End Self-Debiasing Framework for Robust NLU Training. ACL/IJCNLP (Findings) 2021: 1923-1929 - [c8]Shivendra Bhardwaj, Abbas Ghaddar, Ahmad Rashid, Khalil Bibi, Chengyang Li, Ali Ghodsi, Philippe Langlais, Mehdi Rezagholizadeh:
Knowledge Distillation with Noisy Labels for Natural Language Understanding. W-NUT 2021: 297-303 - [c7]Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh:
How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding. EMNLP (Findings) 2021: 750-762 - [c6]Peng Lu, Abbas Ghaddar, Ahmad Rashid, Mehdi Rezagholizadeh, Ali Ghodsi, Philippe Langlais:
RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation. EMNLP (Findings) 2021: 3145-3152 - [c5]Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar, Mehdi Rezagholizadeh:
Towards Zero-Shot Knowledge Distillation for Natural Language Processing. EMNLP (1) 2021: 6551-6561 - [c4]David Alfonso-Hermelo, Ahmad Rashid, Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh:
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation. NeurIPS Datasets and Benchmarks 2021 - 2020
- [c3]Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh:
Improving Word Embedding Factorization for Compression using Distilled Nonlinear Neural Decomposition. EMNLP (Findings) 2020: 2774-2784 - [c2]Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh:
From Unsupervised Machine Translation to Adversarial Text Generation. ICASSP 2020: 8194-8198 - 2019
- [c1]Md. Akmal Haidar, Mehdi Rezagholizadeh, Alan Do-Omri, Ahmad Rashid:
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation. NAACL-HLT (1) 2019: 2248-2258
Informal and Other Publications
- 2024
- [i23]Ahmad Rashid, Ruotian Wu, Julia Grosse, Agustinus Kristiadi, Pascal Poupart:
A Critical Look At Tokenwise Reward-Guided Text Generation. CoRR abs/2406.07780 (2024) - [i22]Julia Grosse, Ruotian Wu, Ahmad Rashid, Philipp Hennig, Pascal Poupart, Agustinus Kristiadi:
Uncertainty-Guided Optimization on Large Language Model Search Trees. CoRR abs/2407.03951 (2024) - 2023
- [i21]Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Philippe Langlais:
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization. CoRR abs/2305.04971 (2023) - [i20]Runcheng Liu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart:
Attribute Controlled Dialogue Prompting. CoRR abs/2307.05228 (2023) - [i19]Ahmad Rashid, Serena Hacker, Guojun Zhang, Agustinus Kristiadi, Pascal Poupart:
Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks. CoRR abs/2311.03683 (2023) - 2022
- [i18]Abbas Ghaddar, Yimeng Wu, Sunyam Bagga, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Duan Xinyu, Zhefeng Wang, Baoxing Huai, Xin Jiang, Qun Liu, Philippe Langlais:
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding. CoRR abs/2205.10687 (2022) - [i17]Kira A. Selby, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart:
Learning Functions on Multiple Sets using Multi-Set Transformers. CoRR abs/2206.15444 (2022) - [i16]Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais:
Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging. CoRR abs/2212.05956 (2022) - 2021
- [i15]Kira A. Selby, Yinong Wang, Ruizhe Wang, Peyman Passban, Ahmad Rashid, Mehdi Rezagholizadeh, Pascal Poupart:
Robust Embeddings Via Distributions. CoRR abs/2104.08420 (2021) - [i14]Ahmad Rashid, Vasileios Lioutas, Mehdi Rezagholizadeh:
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation. CoRR abs/2105.05912 (2021) - [i13]Abbas Ghaddar, Philippe Langlais, Ahmad Rashid, Mehdi Rezagholizadeh:
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition. CoRR abs/2107.11610 (2021) - [i12]Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, Ahmad Rashid:
End-to-End Self-Debiasing Framework for Robust NLU Training. CoRR abs/2109.02071 (2021) - [i11]Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh:
How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding. CoRR abs/2109.05696 (2021) - [i10]Shivendra Bhardwaj, Abbas Ghaddar, Ahmad Rashid, Khalil Bibi, Chengyang Li, Ali Ghodsi, Philippe Langlais, Mehdi Rezagholizadeh:
Knowledge Distillation with Noisy Labels for Natural Language Understanding. CoRR abs/2109.10147 (2021) - [i9]Ali Edalati, Marzieh S. Tahaei, Ahmad Rashid, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh:
Kronecker Decomposition for GPT Compression. CoRR abs/2110.08152 (2021) - [i8]Tianda Li, Yassir El Mesbahi, Ivan Kobyzev, Ahmad Rashid, Atif Mahmud, Nithin Anchuri, Habib Hajimolahoseini, Yang Liu, Mehdi Rezagholizadeh:
A Short Study on Compressing Decoder-Based Language Models. CoRR abs/2110.08460 (2021) - [i7]David Alfonso-Hermelo, Ahmad Rashid, Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh:
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation. CoRR abs/2111.05196 (2021) - [i6]Abbas Ghaddar, Yimeng Wu, Ahmad Rashid, Khalil Bibi, Mehdi Rezagholizadeh, Chao Xing, Yasheng Wang, Duan Xinyu, Zhefeng Wang, Baoxing Huai, Xin Jiang, Qun Liu, Philippe Langlais:
JABER: Junior Arabic BERt. CoRR abs/2112.04329 (2021) - 2020
- [i5]Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh:
From Unsupervised Machine Translation To Adversarial Text Generation. CoRR abs/2011.05449 (2020) - [i4]Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar, Mehdi Rezagholizadeh:
Towards Zero-Shot Knowledge Distillation for Natural Language Processing. CoRR abs/2012.15495 (2020) - 2019
- [i3]Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh:
Bilingual-GAN: A Step Towards Parallel Text Generation. CoRR abs/1904.04742 (2019) - [i2]Md. Akmal Haidar, Mehdi Rezagholizadeh, Alan Do-Omri, Ahmad Rashid:
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation. CoRR abs/1904.07293 (2019) - [i1]Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh:
Distilled embedding: non-linear embedding factorization using knowledge distillation. CoRR abs/1910.06720 (2019)
Coauthor Index
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