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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, √Čric de la Clergerie, Antoine Bordes, Beno√ģt 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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Reducing Transformer Depth on Demand with Structured Dropout

Sep 25, 2019
Angela Fan, Edouard Grave, Armand Joulin


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ELI5: Long Form Question Answering

Jul 22, 2019
Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli


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GLOSS: Generative Latent Optimization of Sentence Representations

Jul 15, 2019
Sidak Pal Singh, Angela Fan, Michael Auli


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fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Apr 01, 2019
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, Michael Auli

* NAACL 2019 Demo paper 

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Learning to Speak and Act in a Fantasy Text Adventure Game

Mar 07, 2019
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston


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Strategies for Structuring Story Generation

Feb 04, 2019
Angela Fan, Mike Lewis, Yann Dauphin


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Pay Less Attention with Lightweight and Dynamic Convolutions

Jan 29, 2019
Felix Wu, Angela Fan, Alexei Baevski, Yann N. Dauphin, Michael Auli

* 14 pages, ICLR oral 

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Wizard of Wikipedia: Knowledge-Powered Conversational agents

Nov 03, 2018
Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, Jason Weston


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Controllable Abstractive Summarization

May 18, 2018
Angela Fan, David Grangier, Michael Auli

* ACL2018 Workshop on Neural Machine Translation and Generation (NMT@ACL) 

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Hierarchical Neural Story Generation

May 13, 2018
Angela Fan, Mike Lewis, Yann Dauphin


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