Ahmad Rashid

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 41

Top Topics

High Confidence

Named Entity Recognition

Text Generation

Natural Language Understanding

Top Venues

EMNLP (Findings)

Publications

Ahmad Rashid, Ruotian Wu, Julia Grosse, Agustinus Kristiadi, Pascal Poupart
A Critical Look At Tokenwise Reward-Guided Text Generation. CoRR (2024)
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)
Julia Grosse, Ruotian Wu, Ahmad Rashid, Philipp Hennig, Pascal Poupart, Agustinus Kristiadi
Uncertainty-Guided Optimization on Large Language Model Search Trees. CoRR (2024)
Runcheng Liu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart
Attribute Controlled Dialogue Prompting. ACL (Findings) (2023)
Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Philippe Langlais
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization. ACL (Findings) (2023)
Runcheng Liu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart
Attribute Controlled Dialogue Prompting. CoRR (2023)
Peng Lu, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Philippe Langlais
LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization. CoRR (2023)
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 (2023)
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)
Kira A. Selby, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart
Learning functions on multiple sets using multi-set transformers. UAI (2022)
Kira A. Selby, Ahmad Rashid, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart
Learning Functions on Multiple Sets using Multi-Set Transformers. CoRR (2022)
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)
Ali Edalati, Marzieh S. Tahaei, Ahmad Rashid, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh
Kronecker Decomposition for GPT Compression. ACL (2) (2022)
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 (2022)
Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais
Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging. CoRR (2022)
Ahmad Rashid, Vasileios Lioutas, Mehdi Rezagholizadeh
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation. ACL/IJCNLP (1) (2021)
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)
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 (2021)
David Alfonso-Hermelo, Ahmad Rashid, Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation. CoRR (2021)
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 (2021)
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)
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 (2021)
Abbas Ghaddar, Philippe Langlais, Ahmad Rashid, Mehdi Rezagholizadeh
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition. CoRR (2021)
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)
Ahmad Rashid, Vasileios Lioutas, Mehdi Rezagholizadeh
MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation. CoRR (2021)
Kira A. Selby, Yinong Wang, Ruizhe Wang, Peyman Passban, Ahmad Rashid, Mehdi Rezagholizadeh, Pascal Poupart
Robust Embeddings Via Distributions. CoRR (2021)
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)
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 (2021)
Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, Ahmad Rashid
End-to-End Self-Debiasing Framework for Robust NLU Training. ACL/IJCNLP (Findings) (2021)
Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, Ahmad Rashid
End-to-End Self-Debiasing Framework for Robust NLU Training. CoRR (2021)
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 (2021)
Ali Edalati, Marzieh S. Tahaei, Ahmad Rashid, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh
Kronecker Decomposition for GPT Compression. CoRR (2021)
Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar, Mehdi Rezagholizadeh
Towards Zero-Shot Knowledge Distillation for Natural Language Processing. EMNLP (1) (2021)
Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh
From Unsupervised Machine Translation to Adversarial Text Generation. ICASSP (2020)
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)
Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar, Mehdi Rezagholizadeh
Towards Zero-Shot Knowledge Distillation for Natural Language Processing. CoRR (2020)
Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh
From Unsupervised Machine Translation To Adversarial Text Generation. CoRR (2020)
Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar, Qun Liu, Mehdi Rezagholizadeh
Bilingual-GAN: A Step Towards Parallel Text Generation. CoRR (2019)
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)
Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh
Distilled embedding: non-linear embedding factorization using knowledge distillation. CoRR (2019)
Md. Akmal Haidar, Mehdi Rezagholizadeh, Alan Do-Omri, Ahmad Rashid
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation. CoRR (2019)