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Conditional set generation using Seq2seq models



Aman Madaan , Dheeraj Rajagopal , Niket Tandon , Yiming Yang , Antoine Bosselut


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Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions



Ruohong Zhang , Yau-Shian Wang , Yiming Yang , Donghan Yu , Tom Vu , Likun Lei


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Exploiting Local and Global Features in Transformer-based Extreme Multi-label Text Classification



Ruohong Zhang , Yau-Shian Wang , Yiming Yang , Tom Vu , Likun Lei


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Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes



Christian Eichenberger , Moritz Neun , Henry Martin , Pedro Herruzo , Markus Spanring , Yichao Lu , Sungbin Choi , Vsevolod Konyakhin , Nina Lukashina , Aleksei Shpilman , Nina Wiedemann , Martin Raubal , Bo Wang , Hai L. Vu , Reza Mohajerpoor , Chen Cai , Inhi Kim , Luca Hermes , Andrew Melnik , Riza Velioglu , Markus Vieth , Malte Schilling , Alabi Bojesomo , Hasan Al Marzouqi , Panos Liatsis , Jay Santokhi , Dylan Hillier , Yiming Yang , Joned Sarwar , Anna Jordan , Emil Hewage , David Jonietz , Fei Tang , Aleksandra Gruca , Michael Kopp , David Kreil , Sepp Hochreiter

* Pre-print under review, submitted to Proceedings of Machine Learning Research 

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Memory-assisted prompt editing to improve GPT-3 after deployment



Aman Madaan , Niket Tandon , Peter Clark , Yiming Yang


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Improving scripts with a memory of natural feedback



Niket Tandon , Aman Madaan , Peter Clark , Yiming Yang


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Interscript: A dataset for interactive learning of scripts through error feedback



Niket Tandon , Aman Madaan , Peter Clark , Keisuke Sakaguchi , Yiming Yang

* AAAI'22-Workshop on Interactive Machine Learning 

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Think about it! Improving defeasible reasoning by first modeling the question scenario



Aman Madaan , Niket Tandon , Dheeraj Rajagopal , Peter Clark , Yiming Yang , Eduard Hovy

* EMNLP 2021 

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Dual Encoding U-Net for Spatio-Temporal Domain Shift Frame Prediction



Jay Santokhi , Dylan Hillier , Yiming Yang , Joned Sarwar , Anna Jordan , Emil Hewage

* 8 pages, 4 figures, 5 tables 

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KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering



Donghan Yu , Chenguang Zhu , Yuwei Fang , Wenhao Yu , Shuohang Wang , Yichong Xu , Xiang Ren , Yiming Yang , Michael Zeng


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