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ORCIDBibTeX records: Ahmad Rashid
@inproceedings{DBLP:conf/icml/RashidWFLKP25,
author = {Ahmad Rashid and
Ruotian Wu and
Rongqi Fan and
Hongliang Li and
Agustinus Kristiadi and
Pascal Poupart},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {Towards Cost-Effective Reward Guided Text Generation},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
volume = {267},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/rashid25a.html},
timestamp = {Wed, 04 Feb 2026 16:54:16 +0100},
biburl = {https://dblp.org/rec/conf/icml/RashidWFLKP25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-04517,
author = {Ahmad Rashid and
Ruotian Wu and
Rongqi Fan and
Hongliang Li and
Agustinus Kristiadi and
Pascal Poupart},
title = {Towards Cost-Effective Reward Guided Text Generation},
journal = {CoRR},
volume = {abs/2502.04517},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.04517},
doi = {10.48550/ARXIV.2502.04517},
eprinttype = {arXiv},
eprint = {2502.04517},
timestamp = {Wed, 12 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-04517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RashidHZKP24,
author = {Ahmad Rashid and
Serena Hacker and
Guojun Zhang and
Agustinus Kristiadi and
Pascal Poupart},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated
Discriminative Neural Networks},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {3034--3042},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/rashid24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RashidHZKP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/TahaeiJRABWGCR24,
author = {Marzieh S. Tahaei and
Aref Jafari and
Ahmad Rashid and
David Alfonso{-}Hermelo and
Khalil Bibi and
Yimeng Wu and
Ali Ghodsi and
Boxing Chen and
Mehdi Rezagholizadeh},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Efficient Citer: Tuning Large Language Models for Enhanced Answer
Quality and Verification},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2024, Mexico City, Mexico, June 16-21, 2024},
series = {Findings of {ACL}},
volume = {{NAACL} 2024},
pages = {4443--4450},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-naacl.277},
doi = {10.18653/V1/2024.FINDINGS-NAACL.277},
timestamp = {Tue, 27 Jan 2026 20:26:47 +0100},
biburl = {https://dblp.org/rec/conf/naacl/TahaeiJRABWGCR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07780,
author = {Ahmad Rashid and
Ruotian Wu and
Julia Grosse and
Agustinus Kristiadi and
Pascal Poupart},
title = {A Critical Look At Tokenwise Reward-Guided Text Generation},
journal = {CoRR},
volume = {abs/2406.07780},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.07780},
doi = {10.48550/ARXIV.2406.07780},
eprinttype = {arXiv},
eprint = {2406.07780},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-07780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03951,
author = {Julia Grosse and
Ruotian Wu and
Ahmad Rashid and
Philipp Hennig and
Pascal Poupart and
Agustinus Kristiadi},
title = {Uncertainty-Guided Optimization on Large Language Model Search Trees},
journal = {CoRR},
volume = {abs/2407.03951},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03951},
doi = {10.48550/ARXIV.2407.03951},
eprinttype = {arXiv},
eprint = {2407.03951},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuRKRP23,
author = {Runcheng Liu and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Attribute Controlled Dialogue Prompting},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
series = {Findings of {ACL}},
volume = {{ACL} 2023},
pages = {2380--2389},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.150},
doi = {10.18653/V1/2023.FINDINGS-ACL.150},
timestamp = {Tue, 27 Jan 2026 20:26:47 +0100},
biburl = {https://dblp.org/rec/conf/acl/LiuRKRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LuRKRL23,
author = {Peng Lu and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Philippe Langlais},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{LABO:} Towards Learning Optimal Label Regularization via Bi-level
Optimization},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
series = {Findings of {ACL}},
volume = {{ACL} 2023},
pages = {5759--5774},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.356},
doi = {10.18653/V1/2023.FINDINGS-ACL.356},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LuRKRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04971,
author = {Peng Lu and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Philippe Langlais},
title = {{LABO:} Towards Learning Optimal Label Regularization via Bi-level
Optimization},
journal = {CoRR},
volume = {abs/2305.04971},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04971},
doi = {10.48550/ARXIV.2305.04971},
eprinttype = {arXiv},
eprint = {2305.04971},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05228,
author = {Runcheng Liu and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart},
title = {Attribute Controlled Dialogue Prompting},
journal = {CoRR},
volume = {abs/2307.05228},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05228},
doi = {10.48550/ARXIV.2307.05228},
eprinttype = {arXiv},
eprint = {2307.05228},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03683,
author = {Ahmad Rashid and
Serena Hacker and
Guojun Zhang and
Agustinus Kristiadi and
Pascal Poupart},
title = {Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated
Discriminative Neural Networks},
journal = {CoRR},
volume = {abs/2311.03683},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03683},
doi = {10.48550/ARXIV.2311.03683},
eprinttype = {arXiv},
eprint = {2311.03683},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/EdalatiTRNCR22,
author = {Ali Edalati and
Marzieh S. Tahaei and
Ahmad Rashid and
Vahid Partovi Nia and
James J. Clark and
Mehdi Rezagholizadeh},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Kronecker Decomposition for {GPT} Compression},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {219--226},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-short.24},
doi = {10.18653/V1/2022.ACL-SHORT.24},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/EdalatiTRNCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GhaddarWBRBRXWD22,
author = {Abbas Ghaddar and
Yimeng Wu and
Sunyam Bagga and
Ahmad Rashid and
Khalil Bibi and
Mehdi Rezagholizadeh and
Chao Xing and
Yasheng Wang and
Xinyu Duan and
Zhefeng Wang and
Baoxing Huai and
Xin Jiang and
Qun Liu and
Philippe Langlais},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Revisiting Pre-trained Language Models and their Evaluation for Arabic
Natural Language Processing},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {3135--3151},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.205},
doi = {10.18653/V1/2022.EMNLP-MAIN.205},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GhaddarWBRBRXWD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LuKRR0L22,
author = {Peng Lu and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Ahmad Rashid and
Ali Ghodsi and
Philippe Langlais},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Improving Generalization of Pre-trained Language Models via Stochastic
Weight Averaging},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
series = {Findings of {ACL}},
volume = {{EMNLP} 2022},
pages = {4948--4954},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.363},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.363},
timestamp = {Tue, 27 Jan 2026 20:14:34 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LuKRR0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SelbyRKRP22,
author = {Kira A. Selby and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart},
editor = {James Cussens and
Kun Zhang},
title = {Learning functions on multiple sets using multi-set transformers},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1760--1770},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/selby22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/SelbyRKRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10687,
author = {Abbas Ghaddar and
Yimeng Wu and
Sunyam Bagga and
Ahmad Rashid and
Khalil Bibi and
Mehdi Rezagholizadeh and
Chao Xing and
Yasheng Wang and
Duan Xinyu and
Zhefeng Wang and
Baoxing Huai and
Xin Jiang and
Qun Liu and
Philippe Langlais},
title = {Revisiting Pre-trained Language Models and their Evaluation for Arabic
Natural Language Understanding},
journal = {CoRR},
volume = {abs/2205.10687},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10687},
doi = {10.48550/ARXIV.2205.10687},
eprinttype = {arXiv},
eprint = {2205.10687},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15444,
author = {Kira A. Selby and
Ahmad Rashid and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Pascal Poupart},
title = {Learning Functions on Multiple Sets using Multi-Set Transformers},
journal = {CoRR},
volume = {abs/2206.15444},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15444},
doi = {10.48550/ARXIV.2206.15444},
eprinttype = {arXiv},
eprint = {2206.15444},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05956,
author = {Peng Lu and
Ivan Kobyzev and
Mehdi Rezagholizadeh and
Ahmad Rashid and
Ali Ghodsi and
Philippe Langlais},
title = {Improving Generalization of Pre-trained Language Models via Stochastic
Weight Averaging},
journal = {CoRR},
volume = {abs/2212.05956},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05956},
doi = {10.48550/ARXIV.2212.05956},
eprinttype = {arXiv},
eprint = {2212.05956},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/GhaddarLRR21,
author = {Abbas Ghaddar and
Philippe Langlais and
Ahmad Rashid and
Mehdi Rezagholizadeh},
title = {Context-aware Adversarial Training for Name Regularity Bias in Named
Entity Recognition},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {9},
pages = {586--604},
year = {2021},
url = {https://doi.org/10.1162/tacl\_a\_00386},
doi = {10.1162/TACL\_A\_00386},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/GhaddarLRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RashidLR20,
author = {Ahmad Rashid and
Vasileios Lioutas and
Mehdi Rezagholizadeh},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {{MATE-KD:} Masked Adversarial TExt, a Companion to Knowledge Distillation},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {1062--1071},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.86},
doi = {10.18653/V1/2021.ACL-LONG.86},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/RashidLR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GhaddarLRR21,
author = {Abbas Ghaddar and
Philippe Langlais and
Mehdi Rezagholizadeh and
Ahmad Rashid},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {End-to-End Self-Debiasing Framework for Robust {NLU} Training},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL-IJCNLP} 2021},
pages = {1923--1929},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.168},
doi = {10.18653/V1/2021.FINDINGS-ACL.168},
timestamp = {Tue, 27 Jan 2026 20:14:34 +0100},
biburl = {https://dblp.org/rec/conf/acl/GhaddarLRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aclnut/BhardwajGRBLGLR21,
author = {Shivendra Bhardwaj and
Abbas Ghaddar and
Ahmad Rashid and
Khalil Bibi and
Chengyang Li and
Ali Ghodsi and
Philippe Langlais and
Mehdi Rezagholizadeh},
editor = {Wei Xu and
Alan Ritter and
Tim Baldwin and
Afshin Rahimi},
title = {Knowledge Distillation with Noisy Labels for Natural Language Understanding},
booktitle = {Proceedings of the Seventh Workshop on Noisy User-generated Text,
{W-NUT} 2021, Online, November 11, 2021},
pages = {297--303},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.wnut-1.33},
doi = {10.18653/V1/2021.WNUT-1.33},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aclnut/BhardwajGRBLGLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiRJS0R21,
author = {Tianda Li and
Ahmad Rashid and
Aref Jafari and
Pranav Sharma and
Ali Ghodsi and
Mehdi Rezagholizadeh},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {How to Select One Among All ? An Empirical Study Towards the Robustness
of Knowledge Distillation in Natural Language Understanding},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
series = {Findings of {ACL}},
volume = {{EMNLP} 2021},
pages = {750--762},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.65},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.65},
timestamp = {Tue, 27 Jan 2026 20:14:34 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LiRJS0R21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LuGRR0L21,
author = {Peng Lu and
Abbas Ghaddar and
Ahmad Rashid and
Mehdi Rezagholizadeh and
Ali Ghodsi and
Philippe Langlais},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {{RW-KD:} Sample-wise Loss Terms Re-Weighting for Knowledge Distillation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
series = {Findings of {ACL}},
volume = {{EMNLP} 2021},
pages = {3145--3152},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.270},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.270},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LuGRR0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RashidLGR21,
author = {Ahmad Rashid and
Vasileios Lioutas and
Abbas Ghaddar and
Mehdi Rezagholizadeh},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Towards Zero-Shot Knowledge Distillation for Natural Language Processing},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {6551--6561},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.526},
doi = {10.18653/V1/2021.EMNLP-MAIN.526},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/RashidLGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Alfonso-Hermelo21,
author = {David Alfonso{-}Hermelo and
Ahmad Rashid and
Abbas Ghaddar and
Philippe Langlais and
Mehdi Rezagholizadeh},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {{NATURE:} Natural Auxiliary Text Utterances for Realistic Spoken Language
Evaluation},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/4c56ff4ce4aaf9573aa5dff913df997a-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/Alfonso-Hermelo21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08420,
author = {Kira A. Selby and
Yinong Wang and
Ruizhe Wang and
Peyman Passban and
Ahmad Rashid and
Mehdi Rezagholizadeh and
Pascal Poupart},
title = {Robust Embeddings Via Distributions},
journal = {CoRR},
volume = {abs/2104.08420},
year = {2021},
url = {https://arxiv.org/abs/2104.08420},
eprinttype = {arXiv},
eprint = {2104.08420},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05912,
author = {Ahmad Rashid and
Vasileios Lioutas and
Mehdi Rezagholizadeh},
title = {{MATE-KD:} Masked Adversarial TExt, a Companion to Knowledge Distillation},
journal = {CoRR},
volume = {abs/2105.05912},
year = {2021},
url = {https://arxiv.org/abs/2105.05912},
eprinttype = {arXiv},
eprint = {2105.05912},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-11610,
author = {Abbas Ghaddar and
Philippe Langlais and
Ahmad Rashid and
Mehdi Rezagholizadeh},
title = {Context-aware Adversarial Training for Name Regularity Bias in Named
Entity Recognition},
journal = {CoRR},
volume = {abs/2107.11610},
year = {2021},
url = {https://arxiv.org/abs/2107.11610},
eprinttype = {arXiv},
eprint = {2107.11610},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-11610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02071,
author = {Abbas Ghaddar and
Philippe Langlais and
Mehdi Rezagholizadeh and
Ahmad Rashid},
title = {End-to-End Self-Debiasing Framework for Robust {NLU} Training},
journal = {CoRR},
volume = {abs/2109.02071},
year = {2021},
url = {https://arxiv.org/abs/2109.02071},
eprinttype = {arXiv},
eprint = {2109.02071},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05696,
author = {Tianda Li and
Ahmad Rashid and
Aref Jafari and
Pranav Sharma and
Ali Ghodsi and
Mehdi Rezagholizadeh},
title = {How to Select One Among All? An Extensive Empirical Study Towards
the Robustness of Knowledge Distillation in Natural Language Understanding},
journal = {CoRR},
volume = {abs/2109.05696},
year = {2021},
url = {https://arxiv.org/abs/2109.05696},
eprinttype = {arXiv},
eprint = {2109.05696},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10147,
author = {Shivendra Bhardwaj and
Abbas Ghaddar and
Ahmad Rashid and
Khalil Bibi and
Chengyang Li and
Ali Ghodsi and
Philippe Langlais and
Mehdi Rezagholizadeh},
title = {Knowledge Distillation with Noisy Labels for Natural Language Understanding},
journal = {CoRR},
volume = {abs/2109.10147},
year = {2021},
url = {https://arxiv.org/abs/2109.10147},
eprinttype = {arXiv},
eprint = {2109.10147},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08152,
author = {Ali Edalati and
Marzieh S. Tahaei and
Ahmad Rashid and
Vahid Partovi Nia and
James J. Clark and
Mehdi Rezagholizadeh},
title = {Kronecker Decomposition for {GPT} Compression},
journal = {CoRR},
volume = {abs/2110.08152},
year = {2021},
url = {https://arxiv.org/abs/2110.08152},
eprinttype = {arXiv},
eprint = {2110.08152},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08460,
author = {Tianda Li and
Yassir El Mesbahi and
Ivan Kobyzev and
Ahmad Rashid and
Atif Mahmud and
Nithin Anchuri and
Habib Hajimolahoseini and
Yang Liu and
Mehdi Rezagholizadeh},
title = {A Short Study on Compressing Decoder-Based Language Models},
journal = {CoRR},
volume = {abs/2110.08460},
year = {2021},
url = {https://arxiv.org/abs/2110.08460},
eprinttype = {arXiv},
eprint = {2110.08460},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05196,
author = {David Alfonso{-}Hermelo and
Ahmad Rashid and
Abbas Ghaddar and
Philippe Langlais and
Mehdi Rezagholizadeh},
title = {{NATURE:} Natural Auxiliary Text Utterances for Realistic Spoken Language
Evaluation},
journal = {CoRR},
volume = {abs/2111.05196},
year = {2021},
url = {https://arxiv.org/abs/2111.05196},
eprinttype = {arXiv},
eprint = {2111.05196},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04329,
author = {Abbas Ghaddar and
Yimeng Wu and
Ahmad Rashid and
Khalil Bibi and
Mehdi Rezagholizadeh and
Chao Xing and
Yasheng Wang and
Duan Xinyu and
Zhefeng Wang and
Baoxing Huai and
Xin Jiang and
Qun Liu and
Philippe Langlais},
title = {{JABER:} Junior Arabic BERt},
journal = {CoRR},
volume = {abs/2112.04329},
year = {2021},
url = {https://arxiv.org/abs/2112.04329},
eprinttype = {arXiv},
eprint = {2112.04329},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LioutasRKHR20,
author = {Vasileios Lioutas and
Ahmad Rashid and
Krtin Kumar and
Md. Akmal Haidar and
Mehdi Rezagholizadeh},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Improving Word Embedding Factorization for Compression using Distilled
Nonlinear Neural Decomposition},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {2774--2784},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.250},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.250},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LioutasRKHR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RashidDHLR20,
author = {Ahmad Rashid and
Alan Do{-}Omri and
Md. Akmal Haidar and
Qun Liu and
Mehdi Rezagholizadeh},
title = {From Unsupervised Machine Translation to Adversarial Text Generation},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {8194--8198},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053236},
doi = {10.1109/ICASSP40776.2020.9053236},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RashidDHLR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05449,
author = {Ahmad Rashid and
Alan Do{-}Omri and
Md. Akmal Haidar and
Qun Liu and
Mehdi Rezagholizadeh},
title = {From Unsupervised Machine Translation To Adversarial Text Generation},
journal = {CoRR},
volume = {abs/2011.05449},
year = {2020},
url = {https://arxiv.org/abs/2011.05449},
eprinttype = {arXiv},
eprint = {2011.05449},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15495,
author = {Ahmad Rashid and
Vasileios Lioutas and
Abbas Ghaddar and
Mehdi Rezagholizadeh},
title = {Towards Zero-Shot Knowledge Distillation for Natural Language Processing},
journal = {CoRR},
volume = {abs/2012.15495},
year = {2020},
url = {https://arxiv.org/abs/2012.15495},
eprinttype = {arXiv},
eprint = {2012.15495},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HaidarRDR19,
author = {Md. Akmal Haidar and
Mehdi Rezagholizadeh and
Alan Do{-}Omri and
Ahmad Rashid},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Latent Code and Text-based Generative Adversarial Networks for Soft-text
Generation},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {2248--2258},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1234},
doi = {10.18653/V1/N19-1234},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HaidarRDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04742,
author = {Ahmad Rashid and
Alan Do{-}Omri and
Md. Akmal Haidar and
Qun Liu and
Mehdi Rezagholizadeh},
title = {Bilingual-GAN: {A} Step Towards Parallel Text Generation},
journal = {CoRR},
volume = {abs/1904.04742},
year = {2019},
url = {http://arxiv.org/abs/1904.04742},
eprinttype = {arXiv},
eprint = {1904.04742},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07293,
author = {Md. Akmal Haidar and
Mehdi Rezagholizadeh and
Alan Do{-}Omri and
Ahmad Rashid},
title = {Latent Code and Text-based Generative Adversarial Networks for Soft-text
Generation},
journal = {CoRR},
volume = {abs/1904.07293},
year = {2019},
url = {http://arxiv.org/abs/1904.07293},
eprinttype = {arXiv},
eprint = {1904.07293},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-07293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06720,
author = {Vasileios Lioutas and
Ahmad Rashid and
Krtin Kumar and
Md. Akmal Haidar and
Mehdi Rezagholizadeh},
title = {Distilled embedding: non-linear embedding factorization using knowledge
distillation},
journal = {CoRR},
volume = {abs/1910.06720},
year = {2019},
url = {http://arxiv.org/abs/1910.06720},
eprinttype = {arXiv},
eprint = {1910.06720},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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