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Amjad Almahairi · SciRah

Researcher profile · Semantic Scholar

Amjad Almahairi

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Amjad Almahairi — researcher profile on SciRah

h-index: 18
Works: 44
Citations: 24K

Most-cited papers

Llama 2: Open Foundation and Fine-Tuned Chat Models
Hugo Touvron, Louis Martin, Kevin R. Stone, Peter Albert +64 more
2023arXiv.org19K citations
Semantic Scholar
Theano: A Python framework for fast computation of mathematical expressions
Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermueller +108 more
2016arXiv.org2,386 citations
Semantic Scholar
RouteLLM: Learning to Route LLMs with Preference Data
Isaac Ong, Amjad Almahairi, Vincent Wu, Wei-Lin Chiang +4 more
2024arXiv.org880 citations
Semantic Scholar
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data
Amjad Almahairi, S. Rajeswar, A. Sordoni, Philip Bachman +1 more
2018International Conference on Machine Learning467 citations
Semantic Scholar
Progressive Prompts: Continual Learning for Language Models
Anastasia Razdaibiedina, Yuning Mao, Rui Hou, Madian Khabsa +2 more
2023International Conference on Learning Representations269 citations Open access
Semantic Scholar
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi +4 more
2021Annual Meeting of the Association for Computational Linguistics247 citations Open access
Semantic Scholar
Unsupervised Learning of Dense Visual Representations
Pedro H. O. Pinheiro, Amjad Almahairi, Ryan Y. Benmalek, Florian Golemo +1 more
2020Neural Information Processing Systems230 citations
Semantic Scholar
Learning Distributed Representations from Reviews for Collaborative Filtering
Amjad Almahairi, Kyle Kastner, Kyunghyun Cho, Aaron C. Courville
2015ACM Conference on Recommender Systems116 citations Open access
Semantic Scholar
Calibrating Energy-based Generative Adversarial Networks
Zi-Hang Dai, Amjad Almahairi, Philip Bachman, E. Hovy +1 more
2017International Conference on Learning Representations111 citations
Semantic Scholar
Dynamic Capacity Networks
Amjad Almahairi, Nicolas Ballas, Tim Cooijmans, Yin Zheng +2 more
2015International Conference on Machine Learning109 citations
Semantic Scholar
Residual Prompt Tuning: Improving Prompt Tuning with Residual Reparameterization
Anastasia Razdaibiedina, Yuning Mao, Rui Hou, Madian Khabsa +3 more
2023Annual Meeting of the Association for Computational Linguistics89 citations Open access
Semantic Scholar
RouteLLM: Learning to Route LLMs from Preference Data
Isaac Ong, Amjad Almahairi, Vincent Wu, Wei-Lin Chiang +4 more
2025International Conference on Learning Representations78 citations
Semantic Scholar
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model
Shraman Pramanick, Guangxing Han, Rui Hou, Sayan Nag +5 more
2023Computer Vision and Pattern Recognition68 citations Open access
Semantic Scholar
A Closer Look at the Optimization Landscapes of Generative Adversarial Networks
Hugo Berard, G. Gidel, Amjad Almahairi, P. Vincent +1 more
2019International Conference on Learning Representations66 citations
Semantic Scholar
First Result on Arabic Neural Machine Translation
Amjad Almahairi, Kyunghyun Cho, Nizar Habash, Aaron C. Courville
2016arXiv.org45 citations
Semantic Scholar
The Impact of Preprocessing on Arabic-English Statistical and Neural Machine Translation
Mai Oudah, Amjad Almahairi, Nizar Habash
2019Machine Translation Summit36 citations
Semantic Scholar
Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Perfect Reasoners
Qi-Huang Zhong, Kang Wang, Zi-Yang Xu, Ju-Hua Liu +139 more
24 citations
Semantic Scholar
Adversarial Computation of Optimal Transport Maps
Jacob Leygonie, Jennifer She, Amjad Almahairi, S. Rajeswar +1 more
2019arXiv.org23 citations
Semantic Scholar
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI
Suzanna Sia, Anton Belyy, Amjad Almahairi, Madian Khabsa +2 more
2022AAAI Conference on Artificial Intelligence17 citations Open access
Semantic Scholar
Large Language Models as a Normalizer for Transliteration and Dialectal Translation
Md Mahfuz, Ibn Alam, Antonios Anastasopoulos, Maria Ryskina +173 more
2025COLING Workshops11 citations
Semantic Scholar
W2GAN: RECOVERING AN OPTIMAL TRANSPORT MAP WITH A GAN
Leygonie Jacob, Jennifer She, Amjad Almahairi, S. Rajeswar +1 more
20188 citations
Semantic Scholar
A benchmark system for evaluating Hungarian generative LLMs
Noémi Ligeti-Nagy, Gábor Madarász, Flóra Földesi, Mariann Lengyel +496 more
2 citations
Semantic Scholar
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes
Kuan-Hao Huang, L Tan, Rui Hou, Sinong Wang +2 more
2023Conference on Empirical Methods in Natural Language Processing0 citations Open access
Semantic Scholar
Uniform Masking Prevails in Vision-Language Pretraining
Siddharth Verma, Yuchen Lu, Rui Hou, Hanchao Yu +3 more
2022arXiv.org0 citations Open access
Semantic Scholar
Advances in deep learning with limited supervision and computational resources
Amjad Almahairi
20200 citations
Semantic Scholar
Linear Representation of Numeric Attributes in Language Models
R. Conant, W. Ross, A. Every, Nicola De Cao +86 more
0 citations
Semantic Scholar
What’s the Plan? Evaluating and Developing Planning-Aware Techniques for LLMs
Eran Hirsch, Guy Uziel, Ateret Anaby-Tavor, Ibm Research +203 more
0 citations
Semantic Scholar
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with the S OC KET Benchmark
Minje Choi, Jiaxin Pei, Sagar Kumar, Chang Shu +270 more
0 citations
Semantic Scholar
Cross-Domain Classification of Education Talk-Turns
Achyutarama R. Ganti, Steven R. Wilson, Wing-Yue Geoffrey, Ananya Ganesh +90 more
0 citations
Semantic Scholar
Maharshi Gor, Hal Daum´e III Tianyi Zhou, and Jordan Boyd-Graber . Do great minds think alike? In-vestigating Human-AI Complementarity in Question Answering with CAIMIRA . Empirical Methods in Natural Language Processing , 2024.
Contact Jordan, Boyd-Graber, Maharshi Gor, Hal Daumé +496 more
0 citations
Semantic Scholar
Dissecting Inaccuracies in Large Language Models: An Analysis on Reasoning-Error Causes on Large Language Models
P. Neelakantan, Girish Shyam, Amanda Sastry, Sandhini Askell +128 more
0 citations
Semantic Scholar
States Hidden in Hidden States: LLMs Emerge Discrete State Representations Implicitly Anonymous ACL submission
Jan Carr, Joshua Leike, Vedant Achiam, Evan Misra +142 more
0 citations
Semantic Scholar
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
Qianqian Xie, Dong Li, Mengxi Xiao, Zi-Hao Jiang +168 more
0 citations
Semantic Scholar
D IV K NOW QA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
Junwei Bao, N. Duan, Zhao Yan, Ming Zhou +114 more
0 citations
Semantic Scholar
Proceedings of the GermEval 2023 Shared Task on Speaker Attribution in Newswire and Parliamentary Debates (SpkAtt-2023)
Ines Rehbein, Hugo Touvron, Louis Martin, Kevin Stone +68 more
0 citations
Semantic Scholar
The faces of Latin American research on computational linguistics
Latin America, Daniel T. Gildea, Min-Yen Kan, Nitin Madnani +84 more
0 citations
Semantic Scholar
CoderGen: Towards Domain-Specific Code Generation of Large Language Models
Igor Tang, Suchir Babuschkin, Shantanu Balaji, Jain +496 more
0 citations
Semantic Scholar
B ENCH : Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions
Xun-Zhi Wang, Zhuo-Wei Zhang, Qiongyu Li, Gaonan Chen +209 more
0 citations
Semantic Scholar
MM-E VAL : A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models
Guijin Son, Dongkeun Yoon, Juyoung Suk, Javier Aula-Blasco +94 more
0 citations
Semantic Scholar
SQL-CRAFT: Advancing Text-to-SQL Capabilities through Interactive Refinement and Enhanced Reasoning
Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin John-219 +67 more
0 citations
Semantic Scholar
Upper-bound Translation Performance of Llama-2 Under Idealized Setup
Steven Bird, Ewan Klein, E. Loper, Nat-300 +234 more
0 citations
Semantic Scholar
Improving Spoken Semantic Parsing using Unpaired Text from Textual Corpora and Large Language Model Prompting
Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh +65 more
0 citations
Semantic Scholar
Popular Quoting Tweet Generation via Auto-Response Augmentation
Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida +37 more
0 citations
Semantic Scholar
HLB: Benchmarking LLMs’ Humanlikeness in Language Use
G. Altmann, Mark Steedman, Interac-636, Zhen-Guang G. Cai +70 more
0 citations
Semantic Scholar

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