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Siamak Shakeri
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2020 – today
- 2023
- [c8]Kanishka Misra, Cícero Nogueira dos Santos, Siamak Shakeri:
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks. ACL (Findings) 2023: 972-985 - [c7]Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V. Le, Mostafa Dehghani:
Transcending Scaling Laws with 0.1% Extra Compute. EMNLP 2023: 1471-1486 - [c6]Yanqi Zhou, Nan Du, Yanping Huang, Daiyi Peng, Chang Lan, Da Huang, Siamak Shakeri, David R. So, Andrew M. Dai, Yifeng Lu, Zhifeng Chen, Quoc V. Le, Claire Cui, James Laudon, Jeff Dean:
Brainformers: Trading Simplicity for Efficiency. ICML 2023: 42531-42542 - [i22]Renat Aksitov, Chung-Ching Chang, David Reitter, Siamak Shakeri, Yun-Hsuan Sung:
Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models. CoRR abs/2302.05578 (2023) - [i21]Lingjie Kong, Pankaj Rajak, Siamak Shakeri:
Generative Models for 3D Point Clouds. CoRR abs/2302.13408 (2023) - [i20]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, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.:
PaLM 2 Technical Report. CoRR abs/2305.10403 (2023) - [i19]Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, A. J. Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut:
PaLI-X: On Scaling up a Multilingual Vision and Language Model. CoRR abs/2305.18565 (2023) - [i18]Yanqi Zhou, Nan Du, Yanping Huang, Daiyi Peng, Chang Lan, Da Huang, Siamak Shakeri, David R. So, Andrew M. Dai, Yifeng Lu, Zhifeng Chen, Quoc V. Le, Claire Cui, James Laudon, Jeff Dean:
Brainformers: Trading Simplicity for Efficiency. CoRR abs/2306.00008 (2023) - [i17]Kanishka Misra, Cícero Nogueira dos Santos, Siamak Shakeri:
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks. CoRR abs/2306.04009 (2023) - 2022
- [i16]Dheeraj Rajagopal, Siamak Shakeri, Cícero Nogueira dos Santos, Eduard H. Hovy, Chung-Ching Chang:
Counterfactual Data Augmentation improves Factuality of Abstractive Summarization. CoRR abs/2205.12416 (2022) - [i15]Brian Lester, Joshua Yurtsever, Siamak Shakeri, Noah Constant:
Reducing Retraining by Recycling Parameter-Efficient Prompts. CoRR abs/2208.05577 (2022) - [i14]Cícero Nogueira dos Santos, Zhe Dong, Daniel Cer, John Nham, Siamak Shakeri, Jianmo Ni, Yun-Hsuan Sung:
Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts. CoRR abs/2210.04726 (2022) - [i13]Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V. Le, Mostafa Dehghani:
Transcending Scaling Laws with 0.1% Extra Compute. CoRR abs/2210.11399 (2022) - 2021
- [j1]Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Malihe Alikhani, Moin Aminnaseri, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Mozhdeh Gheini, Arman Kabiri, Rabeeh Karimi Mahabadi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv, Yadollah Yaghoobzadeh:
ParsiNLU: A Suite of Language Understanding Challenges for Persian. Trans. Assoc. Comput. Linguistics 9: 1147-1162 (2021) - [c5]Siamak Shakeri, Noah Constant, Mihir Kale, Linting Xue:
Towards Zero-Shot Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension. INLG 2021: 35-45 - [c4]Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou:
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training. NAACL-HLT 2021: 3554-3565 - [i12]Frederick Liu, Siamak Shakeri, Hongkun Yu, Jing Li:
EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks. CoRR abs/2110.08426 (2021) - 2020
- [c3]Siamak Shakeri, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang:
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. EMNLP (1) 2020: 5445-5460 - [i11]Kaushik Chakrabarti, Zhimin Chen, Siamak Shakeri, Guihong Cao:
Open Domain Question Answering Using Web Tables. CoRR abs/2001.03272 (2020) - [i10]Kaushik Chakrabarti, Zhimin Chen, Siamak Shakeri, Guihong Cao, Surajit Chaudhuri:
TableQnA: Answering List Intent Queries With Web Tables. CoRR abs/2001.04828 (2020) - [i9]Davis Liang, Peng Xu, Siamak Shakeri, Cícero Nogueira dos Santos, Ramesh Nallapati, Zhiheng Huang, Bing Xiang:
Embedding-based Zero-shot Retrieval through Query Generation. CoRR abs/2009.10270 (2020) - [i8]Siamak Shakeri, Cícero Nogueira dos Santos, Henry Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang:
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems. CoRR abs/2010.06028 (2020) - [i7]Siamak Shakeri, Noah Constant, Mihir Sanjay Kale, Linting Xue:
Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension. CoRR abs/2010.12008 (2020) - [i6]Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou:
Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training. CoRR abs/2010.12688 (2020) - [i5]Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Malihe Alikhani, Moin Aminnaseri, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Mozhdeh Gheini, Arman Kabiri, Rabeeh Karimi Mahabadi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv, Yadollah Yaghoobzadeh:
ParsiNLU: A Suite of Language Understanding Challenges for Persian. CoRR abs/2012.06154 (2020)
2010 – 2019
- 2019
- [i4]Siamak Shakeri, Abhinav Sethy, Cheng Cheng:
Knowledge Distillation in Document Retrieval. CoRR abs/1911.11065 (2019) - [i3]Siamak Shakeri, Abhinav Sethy:
Label Dependent Deep Variational Paraphrase Generation. CoRR abs/1911.11952 (2019) - 2018
- [c2]Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya:
Direct Optimization of F-Measure for Retrieval-Based Personal Question Answering. SLT 2018: 815-822 - [i2]Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya:
Direct optimization of F-measure for retrieval-based personal question answering. CoRR abs/1810.00679 (2018) - [i1]Thomas Powers, Rasool Fakoor, Siamak Shakeri, Abhinav Sethy, Amanjit Kainth, Abdel-rahman Mohamed, Ruhi Sarikaya:
Differentiable Greedy Networks. CoRR abs/1810.12464 (2018) - 2010
- [c1]Siamak Shakeri, Amir A. Sayegh, Terence D. Todd:
Secondary Wireless Mesh Network Design Using Leased Frequency Spectra. WCNC 2010: 1-6
Coauthor Index
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last updated on 2023-12-15 21:58 CET by the dblp team
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