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Ramakanth Pasunuru
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OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization


Dec 28, 2022
Srinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru, Todor Mihaylov, Daniel Simig, Ping Yu, Kurt Shuster, Tianlu Wang, Qing Liu, Punit Singh Koura, Xian Li, Brian O'Horo, Gabriel Pereyra, Jeff Wang, Christopher Dewan, Asli Celikyilmaz, Luke Zettlemoyer, Ves Stoyanov

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* 55 pages 
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Training Trajectories of Language Models Across Scales


Dec 19, 2022
Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru, Danqi Chen, Luke Zettlemoyer, Ves Stoyanov

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MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation


Dec 16, 2022
Swarnadeep Saha, Xinyan Velocity Yu, Mohit Bansal, Ramakanth Pasunuru, Asli Celikyilmaz

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* 22 pages (9 figures, 18 tables) 
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Complementary Explanations for Effective In-Context Learning


Nov 25, 2022
Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Ves Stoyanov, Greg Durrett, Ramakanth Pasunuru

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Improving In-Context Few-Shot Learning via Self-Supervised Training


May 03, 2022
Mingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva

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* NAACL 2022 
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Efficient Large Scale Language Modeling with Mixtures of Experts


Dec 20, 2021
Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giri Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Mona Diab, Zornitsa Kozareva, Ves Stoyanov

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Few-shot Learning with Multilingual Language Models


Dec 20, 2021
Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona Diab, Veselin Stoyanov, Xian Li

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* 36 pages 
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A Proposition-Level Clustering Approach for Multi-Document Summarization


Dec 16, 2021
Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan

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Multi-Document Keyphrase Extraction: A Literature Review and the First Dataset


Oct 03, 2021
Ori Shapira, Ramakanth Pasunuru, Ido Dagan, Yael Amsterdamer

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iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration


Sep 23, 2021
Eran Hirsch, Alon Eirew, Ori Shapira, Avi Caciularu, Arie Cattan, Ori Ernst, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Ido Dagan

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* Proceedings of EMNLP 2021, System Demonstrations. 7 pages and an appendix 
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