Secondary Wireless Mesh Network Design Using Leased Frequency Spectra. - Siamak Shakeri; Amir A. Sayegh; Terence D. Todd (WCNC, 2010)

Direct Optimization of F-Measure for Retrieval-Based Personal Question Answering. - Rasool Fakoor; Amanjit Kainth; Siamak Shakeri; Christopher Winestock; Abdel-rahman Mohamed; Ruhi Sarikaya (SLT, 2018)

Differentiable Greedy Networks. - Thomas Powers; Rasool Fakoor; Siamak Shakeri; Abhinav Sethy; Amanjit Kainth; Abdel-rahman Mohamed; Ruhi Sarikaya (CoRR, 2018)

Knowledge Distillation in Document Retrieval. - Siamak Shakeri; Abhinav Sethy; Cheng Cheng (CoRR, 2019)

Label Dependent Deep Variational Paraphrase Generation. - Siamak Shakeri; Abhinav Sethy (CoRR, 2019)

End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. - Siamak Shakeri; Cícero Nogueira dos Santos; Henghui Zhu; Patrick Ng; Feng Nan; Zhiguo Wang; Ramesh Nallapati; Bing Xiang (EMNLP (1), 2020)

Open Domain Question Answering Using Web Tables. - Kaushik Chakrabarti; Zhimin Chen; Siamak Shakeri; Guihong Cao (CoRR, 2020)

TableQnA: Answering List Intent Queries With Web Tables. - Kaushik Chakrabarti; Zhimin Chen; Siamak Shakeri; Guihong Cao; Surajit Chaudhuri (CoRR, 2020)

Embedding-based Zero-shot Retrieval through Query Generation. - Davis Liang; Peng Xu; Siamak Shakeri; Cícero Nogueira dos Santos; Ramesh Nallapati; Zhiheng Huang; Bing Xiang (CoRR, 2020)

End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. - Siamak Shakeri; Cícero Nogueira dos Santos; Henry Zhu; Patrick Ng; Feng Nan; Zhiguo Wang; Ramesh Nallapati; Bing Xiang (CoRR, 2020)

Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension. - Siamak Shakeri; Noah Constant; Mihir Sanjay Kale; Linting Xue (CoRR, 2020)

Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training. - Oshin Agarwal; Heming Ge; Siamak Shakeri; Rami Al-Rfou (CoRR, 2020)

Towards Zero-Shot Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension. - Siamak Shakeri; Noah Constant; Mihir Kale; Linting Xue (INLG, 2021)

Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training. - Oshin Agarwal; Heming Ge; Siamak Shakeri; Rami Al-Rfou (NAACL-HLT, 2021)

EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks. - Frederick Liu; Siamak Shakeri; Hongkun Yu 001; Jing Li 049 (CoRR, 2021)

ParsiNLU: A Suite of Language Understanding Challenges for Persian. - Daniel Khashabi; Arman Cohan; Siamak Shakeri; Pedram Hosseini; Pouya Pezeshkpour; Malihe Alikhani; Moin Aminnaseri; Marzieh Bitaab; Faeze Brahman; Sarik Ghazarian; Mozhdeh Gheini; Arman Kabiri; et al. (Trans. Assoc. Comput. Linguistics, 2021)

Counterfactual Data Augmentation improves Factuality of Abstractive Summarization. - Dheeraj Rajagopal; Siamak Shakeri; Cícero Nogueira dos Santos; Eduard H. Hovy; Chung-Ching Chang (CoRR, 2022)

Reducing Retraining by Recycling Parameter-Efficient Prompts. - Brian Lester; Joshua Yurtsever; Siamak Shakeri; Noah Constant (CoRR, 2022)

Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts. - Cícero Nogueira dos Santos; Zhe Dong; Daniel Cer; John Nham; Siamak Shakeri; Jianmo Ni; Yun-Hsuan Sung (CoRR, 2022)

Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks. - Kanishka Misra; Cícero Nogueira dos Santos; Siamak Shakeri (ACL (Findings), 2023)

Transcending Scaling Laws with 0.1% Extra Compute. - Yi Tay; Jason Wei; Hyung Won Chung; Vinh Q. Tran 002; David R. So; Siamak Shakeri; Xavier Garcia; Huaixiu Steven Zheng; Jinfeng Rao; Aakanksha Chowdhery; Denny Zhou; Donald Metzler; et al. (EMNLP, 2023)

Brainformers: Trading Simplicity for Efficiency. - Yanqi Zhou; Nan Du 002; Yanping Huang; Daiyi Peng; Chang Lan; Da Huang; Siamak Shakeri; David R. So; Andrew M. Dai; Yifeng Lu; Zhifeng Chen; Quoc V. Le; et al. (ICML, 2023)

Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models. - Renat Aksitov; Chung-Ching Chang; David Reitter; Siamak Shakeri; Yun-Hsuan Sung (CoRR, 2023)

Generative Models for 3D Point Clouds. - Lingjie Kong; Pankaj Rajak; Siamak Shakeri (CoRR, 2023)

PaLM 2 Technical Report. - Rohan Anil; Andrew M. Dai; Orhan Firat; Melvin Johnson; Dmitry Lepikhin; Alexandre Passos; Siamak Shakeri; Emanuel Taropa; Paige Bailey; Zhifeng Chen; Eric Chu; Jonathan H. Clark; et al. (CoRR, 2023)

PaLI-X: On Scaling up a Multilingual Vision and Language Model. - Xi Chen 071; Josip Djolonga; Piotr Padlewski; Basil Mustafa; Soravit Changpinyo; Jialin Wu; Carlos Riquelme Ruiz; Sebastian Goodman; Xiao Wang 038; Yi Tay; Siamak Shakeri; Mostafa Dehghani 001; et al. (CoRR, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

On Scaling Up a Multilingual Vision and Language Model. - Xi Chen 071; Josip Djolonga; Piotr Padlewski; Basil Mustafa; Soravit Changpinyo; Jialin Wu; Carlos Riquelme Ruiz; Sebastian Goodman; Xiao Wang 038; Yi Tay; Siamak Shakeri; Mostafa Dehghani 001; et al. (CVPR, 2024)

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context. - Machel Reid; Nikolay Savinov; Denis Teplyashin; Dmitry Lepikhin; Timothy P. Lillicrap; Jean-Baptiste Alayrac; Radu Soricut; Angeliki Lazaridou; Orhan Firat; Julian Schrittwieser; Ioannis Antonoglou; Rohan Anil; et al. (CoRR, 2024)

Capabilities of Gemini Models in Medicine. - Khaled Saab 003; Tao Tu 001; Wei-Hung Weng; Ryutaro Tanno; David Stutz; Ellery Wulczyn; Fan Zhang; Tim Strother; Chunjong Park; Elahe Vedadi; Juanma Zambrano Chaves; Szu-Yeu Hu; et al. (CoRR, 2024)

Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries. - Kiran Vodrahalli; Santiago Ontanon; Nilesh Tripuraneni; Kelvin Xu; Sanil Jain; Rakesh Shivanna; Jeffrey Hui; Nishanth Dikkala; Mehran Kazemi; Bahare Fatemi; Rohan Anil; Ethan Dyer; et al. (CoRR, 2024)

TyDi QA-WANA: A Benchmark for Information-Seeking Question Answering in Languages of West Asia and North Africa. - Parker Riley; Siamak Shakeri; Waleed Ammar; Jonathan H. Clark (CoRR, 2025)