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ParsiNLU: A Suite of Language Understanding Challenges for Persian


Dec 11, 2020
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

* (work in progress) 

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Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training


Oct 23, 2020
Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou


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Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension


Oct 22, 2020
Siamak Shakeri, Noah Constant, Mihir Sanjay Kale, Linting Xue


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End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems


Oct 12, 2020
Siamak Shakeri, Cicero Nogueira dos Santos, Henry Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang

* EMNLP 2020 

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TableQnA: Answering List Intent Queries With Web Tables


Jan 10, 2020
Kaushik Chakrabarti, Zhimin Chen, Siamak Shakeri, Guihong Cao, Surajit Chaudhuri


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Open Domain Question Answering Using Web Tables


Jan 10, 2020
Kaushik Chakrabarti, Zhimin Chen, Siamak Shakeri, Guihong Cao


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Label Dependent Deep Variational Paraphrase Generation


Nov 27, 2019
Siamak Shakeri, Abhinav Sethy


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Knowledge Distillation in Document Retrieval


Nov 11, 2019
Siamak Shakeri, Abhinav Sethy, Cheng Cheng

* Published at Amazon Machine Learning Conference(AMLC) 2019 

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Differentiable Greedy Networks


Oct 30, 2018
Thomas Powers, Rasool Fakoor, Siamak Shakeri, Abhinav Sethy, Amanjit Kainth, Abdel-rahman Mohamed, Ruhi Sarikaya

* Work in progress and under review 

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Direct optimization of F-measure for retrieval-based personal question answering


Sep 28, 2018
Rasool Fakoor, Amanjit Kainth, Siamak Shakeri, Christopher Winestock, Abdel-rahman Mohamed, Ruhi Sarikaya

* accepted at SLT2018 

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