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Tricks for Training Sparse Translation Models


Oct 15, 2021
Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan


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Alternative Input Signals Ease Transfer in Multilingual Machine Translation


Oct 15, 2021
Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran, Philipp Koehn, Francisco Guzman


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Facebook AI WMT21 News Translation Task Submission


Aug 06, 2021
Chau Tran, Shruti Bhosale, James Cross, Philipp Koehn, Sergey Edunov, Angela Fan


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The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation


Jun 06, 2021
Naman Goyal, Cynthia Gao, Vishrav Chaudhary, Peng-Jen Chen, Guillaume Wenzek, Da Ju, Sanjana Krishnan, Marc'Aurelio Ranzato, Francisco Guzman, Angela Fan


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Not All Memories are Created Equal: Learning to Forget by Expiring


May 13, 2021
Sainbayar Sukhbaatar, Da Ju, Spencer Poff, Stephen Roller, Arthur Szlam, Jason Weston, Angela Fan


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AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages


Apr 18, 2021
Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Vladimir, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando A. Coto Solano, Ngoc Thang Vu, Katharina Kann


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Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog


Apr 11, 2021
Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad


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CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN


Apr 09, 2021
Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri

* 9 pages, 5 figures, submitted to IEEE Transactions on Multimedia, the authors contributed equally to this work 

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Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA


Dec 30, 2020
Ana Valeria Gonzalez, Gagan Bansal, Angela Fan, Robin Jia, Yashar Mehdad, Srinivasan Iyer

* pre-print 

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Facebook AI's WMT20 News Translation Task Submission


Nov 16, 2020
Peng-Jen Chen, Ann Lee, Changhan Wang, Naman Goyal, Angela Fan, Mary Williamson, Jiatao Gu


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Generating Fact Checking Briefs


Nov 10, 2020
Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, Sebastian Riedel


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Multilingual AMR-to-Text Generation


Nov 10, 2020
Angela Fan, Claire Gardent


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Beyond English-Centric Multilingual Machine Translation


Oct 21, 2020
Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin


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Nearest Neighbor Machine Translation


Oct 01, 2020
Urvashi Khandelwal, Angela Fan, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis


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KILT: a Benchmark for Knowledge Intensive Language Tasks


Sep 04, 2020
Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel


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Multilingual Translation with Extensible Multilingual Pretraining and Finetuning


Aug 02, 2020
Yuqing Tang, Chau Tran, Xian Li, Peng-Jen Chen, Naman Goyal, Vishrav Chaudhary, Jiatao Gu, Angela Fan

* 10 pages (main) + 5 pages (appendices). 9 tables and 2 figures 

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Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions


Jul 13, 2020
Stephen Roller, Y-Lan Boureau, Jason Weston, Antoine Bordes, Emily Dinan, Angela Fan, David Gunning, Da Ju, Margaret Li, Spencer Poff, Pratik Ringshia, Kurt Shuster, Eric Michael Smith, Arthur Szlam, Jack Urbanek, Mary Williamson


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Multi-Dimensional Gender Bias Classification


May 01, 2020
Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams


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Multilingual Unsupervised Sentence Simplification


May 01, 2020
Louis Martin, Angela Fan, Éric de la Clergerie, Antoine Bordes, Benoît Sagot


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Augmenting Transformers with KNN-Based Composite Memory for Dialogue


Apr 27, 2020
Angela Fan, Claire Gardent, Chloe Braud, Antoine Bordes


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Training with Quantization Noise for Extreme Model Compression


Apr 17, 2020
Angela Fan, Pierre Stock, Benjamin Graham, Edouard Grave, Remi Gribonval, Herve Jegou, Armand Joulin


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Training with Quantization Noise for Extreme Fixed-Point Compression


Apr 15, 2020
Angela Fan, Pierre Stock, Benjamin Graham, Edouard Grave, Remi Gribonval, Herve Jegou, Armand Joulin


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Accessing Higher-level Representations in Sequential Transformers with Feedback Memory


Mar 09, 2020
Angela Fan, Thibaut Lavril, Edouard Grave, Armand Joulin, Sainbayar Sukhbaatar


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Generating Interactive Worlds with Text


Dec 04, 2019
Angela Fan, Jack Urbanek, Pratik Ringshia, Emily Dinan, Emma Qian, Siddharth Karamcheti, Shrimai Prabhumoye, Douwe Kiela, Tim Rocktaschel, Arthur Szlam, Jason Weston


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Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation


Nov 10, 2019
Emily Dinan, Angela Fan, Adina Williams, Jack Urbanek, Douwe Kiela, Jason Weston


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Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs


Oct 18, 2019
Angela Fan, Claire Gardent, Chloe Braud, Antoine Bordes


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