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Semi-Supervised Learning with the Deep Rendering Mixture Model.
Minh Tan Nguyen, Wanjia Liu, Ethan Perez, Richard G. Baraniuk, Ankit B. Patel: Semi-Supervised Learning with the Deep Rendering Mixture Model. CoRR abs/1612.01942 (2016)
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HoME: a Household Multimodal Environment.
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron C. Courville: HoME: a Household Multimodal Environment. CoRR abs/1711.11017 (2017)
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FiLM: Visual Reasoning with a General Conditioning Layer.
Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron C. Courville: FiLM: Visual Reasoning with a General Conditioning Layer. CoRR abs/1709.07871 (2017)
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Learning Visual Reasoning Without Strong Priors.
Ethan Perez, Harm de Vries, Florian Strub, Vincent Dumoulin, Aaron C. Courville: Learning Visual Reasoning Without Strong Priors. CoRR abs/1707.03017 (2017)
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Visual Reasoning with Multi-hop Feature Modulation.
Florian Strub, Mathieu Seurin, Ethan Perez, Harm de Vries, Jérémie Mary, Philippe Preux, Aaron C. Courville, Olivier Pietquin: Visual Reasoning with Multi-hop Feature Modulation. CoRR abs/1808.04446...
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HoME: a Household Multimodal Environment.
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron C. Courville: HoME: a Household Multimodal Environment. ICLR (Workshop) 2018
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Visual Reasoning with Multi-hop Feature Modulation.
Florian Strub, Mathieu Seurin, Ethan Perez, Harm de Vries, Jérémie Mary, Philippe Preux, Aaron C. Courville, Olivier Pietquin: Visual Reasoning with Multi-hop Feature Modulation. ECCV (5) 2018: 808-831
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FiLM: Visual Reasoning with a General Conditioning Layer.
Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron C. Courville: FiLM: Visual Reasoning with a General Conditioning Layer. AAAI 2018: 3942-3951
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Finding Generalizable Evidence by Learning to Convince Q&A Models.
Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho: Finding Generalizable Evidence by Learning to Convince Q&A Models. CoRR abs/1909.05863 (2019)
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ELI5: Long Form Question Answering.
Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli: ELI5: Long Form Question Answering. CoRR abs/1907.09190 (2019)
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Finding Generalizable Evidence by Learning to Convince Q&A Models.
Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho: Finding Generalizable Evidence by Learning to Convince Q&A Models. EMNLP/IJCNLP (1) 2019: 2402-2411
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ELI5: Long Form Question Answering.
Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli: ELI5: Long Form Question Answering. ACL (1) 2019: 3558-3567
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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.
Patrick S. H. Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela:...
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Unsupervised Question Decomposition for Question Answering.
Ethan Perez, Patrick S. H. Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela: Unsupervised Question Decomposition for Question Answering. CoRR abs/2002.09758 (2020)
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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.
Patrick S. H. Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela:...
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Unsupervised Question Decomposition for Question Answering.
Ethan Perez, Patrick S. H. Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela: Unsupervised Question Decomposition for Question Answering. EMNLP (1) 2020: 8864-8880
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True Few-Shot Learning with Language Models.
Ethan Perez, Douwe Kiela, Kyunghyun Cho: True Few-Shot Learning with Language Models. CoRR abs/2105.11447 (2021)
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Case-based Reasoning for Natural Language Queries over Knowledge Bases.
Rajarshi Das, Manzil Zaheer, Dung Thai, Ameya Godbole, Ethan Perez, Jay-Yoon Lee, Lizhen Tan, Lazaros Polymenakos, Andrew McCallum: Case-based Reasoning for Natural Language Queries over Knowledge...
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Rissanen Data Analysis: Examining Dataset Characteristics via Description...
Ethan Perez, Douwe Kiela, Kyunghyun Cho: Rissanen Data Analysis: Examining Dataset Characteristics via Description Length. CoRR abs/2103.03872 (2021)
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True Few-Shot Learning with Language Models.
Ethan Perez, Douwe Kiela, Kyunghyun Cho: True Few-Shot Learning with Language Models. NeurIPS 2021: 11054-11070
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