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Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection

Dec 31, 2020
Bertie Vidgen, Tristan Thrush, Zeerak Waseem, Douwe Kiela


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DynaSent: A Dynamic Benchmark for Sentiment Analysis

Dec 30, 2020
Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela


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Reservoir Transformer

Dec 30, 2020
Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela


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I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling

Dec 28, 2020
Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston

* 15 pages 

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I like fish, especially dolphins: Addressing Contradictions in Dialogue Modelling

Dec 24, 2020
Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston

* 15 pages 

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To what extent do human explanations of model behavior align with actual model behavior?

Dec 24, 2020
Grusha Prasad, Yixin Nie, Mohit Bansal, Robin Jia, Douwe Kiela, Adina Williams

* 10 pages, 3 figures, 2 tables 

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Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations

Oct 29, 2020
Kalesha Bullard, Franziska Meier, Douwe Kiela, Joelle Pineau, Jakob Foerster


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ANLIzing the Adversarial Natural Language Inference Dataset

Oct 24, 2020
Adina Williams, Tristan Thrush, Douwe Kiela

* 33 pages, 1 figure, 24 tables 

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Learning Optimal Representations with the Decodable Information Bottleneck

Sep 27, 2020
Yann Dubois, Douwe Kiela, David J. Schwab, Ramakrishna Vedantam

* Accepted at NeurIPS 2020 

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Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval

Sep 27, 2020
Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Oğuz


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The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

Jun 08, 2020
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine


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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

May 22, 2020
Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, Douwe Kiela


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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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Unsupervised Question Decomposition for Question Answering

Feb 22, 2020
Ethan Perez, Patrick Lewis, Wen-tau Yih, Kyunghyun Cho, Douwe Kiela


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I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents

Feb 10, 2020
Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam


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I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-orientated dialogue agents

Feb 07, 2020
Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam


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On the interaction between supervision and self-play in emergent communication

Feb 04, 2020
Ryan Lowe, Abhinav Gupta, Jakob Foerster, Douwe Kiela, Joelle Pineau

* The first two authors contributed equally. Accepted at ICLR 2020 

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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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Adversarial NLI: A New Benchmark for Natural Language Understanding

Oct 31, 2019
Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela


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Hyperbolic Graph Neural Networks

Oct 28, 2019
Qi Liu, Maximilian Nickel, Douwe Kiela

* Published at NeurIPS 2019 

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Generalized Inner Loop Meta-Learning

Oct 07, 2019
Edward Grefenstette, Brandon Amos, Denis Yarats, Phu Mon Htut, Artem Molchanov, Franziska Meier, Douwe Kiela, Kyunghyun Cho, Soumith Chintala

* 17 pages, 3 figures, 1 algorithm 

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Finding Generalizable Evidence by Learning to Convince Q&A Models

Sep 12, 2019
Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho

* EMNLP 2019. Code available at https://github.com/ethanjperez/convince 

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Countering Language Drift via Visual Grounding

Sep 10, 2019
Jason Lee, Kyunghyun Cho, Douwe Kiela

* Accepted to EMNLP 2019 

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Supervised Multimodal Bitransformers for Classifying Images and Text

Sep 06, 2019
Douwe Kiela, Suvrat Bhooshan, Hamed Firooz, Davide Testuggine

* Rejected from EMNLP 2019 

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Why Build an Assistant in Minecraft?

Jul 25, 2019
Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston


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