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Multi-Document Summarization with Centroid-Based Pretraining


Aug 01, 2022
Ratish Puduppully, Mark Steedman

* 4 pages, work-in-progress 

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GEMv2: Multilingual NLG Benchmarking in a Single Line of Code


Jun 24, 2022
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Štajner, Sebastien Montella, Shailza, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin Adewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou


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IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages


Mar 10, 2022
Aman Kumar, Himani Shrotriya, Prachi Sahu, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Amogh Mishra, Mitesh M. Khapra, Pratyush Kumar

* 30 pages, work in progress, datasets are available, models will be available shortly 

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Data-to-text Generation with Variational Sequential Planning


Feb 28, 2022
Ratish Puduppully, Yao Fu, Mirella Lapata

* To appear in Transactions of the Association for Computational Linguistics (TACL); 18 pages 

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IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages


Sep 07, 2021
Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar

* Preliminary work on Natural Language Generation for Indic languages. We work on pre-training Indic specific sequence to sequence models and evaluate them for Machine Translation and Summarization 

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Data-to-text Generation with Macro Planning


Feb 04, 2021
Ratish Puduppully, Mirella Lapata

* To appear in Transactions of the Association for Computational Linguistics (TACL); 17 pages 

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Transition-Based Deep Input Linearization


Nov 07, 2019
Ratish Puduppully, Yue Zhang, Manish Shrivastava

* Published in EACL 2017 

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Data-to-text Generation with Entity Modeling


Jun 07, 2019
Ratish Puduppully, Li Dong, Mirella Lapata

* ACL 2019 

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Data-to-Text Generation with Content Selection and Planning


Sep 03, 2018
Ratish Puduppully, Li Dong, Mirella Lapata


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