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Pretraining the Noisy Channel Model for Task-Oriented Dialogue


Mar 18, 2021
Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom

* Accepted to TACL, pre MIT Press publication version 

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Pitfalls of Static Language Modelling


Feb 03, 2021
Angeliki Lazaridou, Adhiguna Kuncoro, Elena Gribovskaya, Devang Agrawal, Adam Liska, Tayfun Terzi, Mai Gimenez, Cyprien de Masson d'Autume, Sebastian Ruder, Dani Yogatama, Kris Cao, Tomas Kocisky, Susannah Young, Phil Blunsom


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Mutual Information Constraints for Monte-Carlo Objectives


Dec 01, 2020
Gábor Melis, András György, Phil Blunsom

* 32 pages, 29 figures 

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The Struggles of Feature-Based Explanations: Shapley Values vs. Minimal Sufficient Subsets


Sep 23, 2020
Oana-Maria Camburu, Eleonora Giunchiglia, Jakob Foerster, Thomas Lukasiewicz, Phil Blunsom


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Syntactic Structure Distillation Pretraining For Bidirectional Encoders


May 27, 2020
Adhiguna Kuncoro, Lingpeng Kong, Daniel Fried, Dani Yogatama, Laura Rimell, Chris Dyer, Phil Blunsom

* 17 pages, 6 tables, 2 figures. AK and LK contributed equally 

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Learning to Segment Actions from Observation and Narration


May 07, 2020
Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh

* ACL 2020 

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A Survey on Contextual Embeddings


Apr 13, 2020
Qi Liu, Matt J. Kusner, Phil Blunsom

* 13 pages 

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Visual Grounding in Video for Unsupervised Word Translation


Mar 26, 2020
Gunnar A. Sigurdsson, Jean-Baptiste Alayrac, Aida Nematzadeh, Lucas Smaira, Mateusz Malinowski, João Carreira, Phil Blunsom, Andrew Zisserman

* CVPR 2020 
* CVPR 2020 

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Learning Robust and Multilingual Speech Representations


Jan 29, 2020
Kazuya Kawakami, Luyu Wang, Chris Dyer, Phil Blunsom, Aaron van den Oord


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Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods


Oct 09, 2019
Oana-Maria Camburu, Eleonora Giunchiglia, Jakob Foerster, Thomas Lukasiewicz, Phil Blunsom

* NeurIPS 2019 Workshop Safety and Robustness in Decision Making 

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Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations


Oct 09, 2019
Oana-Maria Camburu, Brendan Shillingford, Pasquale Minervini, Thomas Lukasiewicz, Phil Blunsom

* NeurIPS 2019 Workshop on Safety and Robustness in Decision Making, Vancouver, Canada 

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Putting Machine Translation in Context with the Noisy Channel Model


Oct 01, 2019
Lei Yu, Laurent Sartran, Wojciech Stokowiec, Wang Ling, Lingpeng Kong, Phil Blunsom, Chris Dyer

* 14 pages 

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A Critical Analysis of Biased Parsers in Unsupervised Parsing


Sep 20, 2019
Chris Dyer, Gábor Melis, Phil Blunsom


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Mogrifier LSTM


Sep 04, 2019
Gábor Melis, Tomáš Kočiský, Phil Blunsom


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WikiCREM: A Large Unsupervised Corpus for Coreference Resolution


Aug 23, 2019
Vid Kocijan, Oana-Maria Camburu, Ana-Maria Cretu, Yordan Yordanov, Phil Blunsom, Thomas Lukasiewicz

* Accepted to the EMNLP 2019 conference 

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Scalable Syntax-Aware Language Models Using Knowledge Distillation


Jun 14, 2019
Adhiguna Kuncoro, Chris Dyer, Laura Rimell, Stephen Clark, Phil Blunsom

* ACL 2019 

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Learning and Evaluating General Linguistic Intelligence


Jan 31, 2019
Dani Yogatama, Cyprien de Masson d'Autume, Jerome Connor, Tomas Kocisky, Mike Chrzanowski, Lingpeng Kong, Angeliki Lazaridou, Wang Ling, Lei Yu, Chris Dyer, Phil Blunsom


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e-SNLI: Natural Language Inference with Natural Language Explanations


Dec 06, 2018
Oana-Maria Camburu, Tim Rocktäschel, Thomas Lukasiewicz, Phil Blunsom

* NeurIPS 2018 

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Learning with Stochastic Guidance for Navigation


Nov 27, 2018
Linhai Xie, Yishu Miao, Sen Wang, Phil Blunsom, Zhihua Wang, Changhao Chen, Andrew Markham, Niki Trigoni

* A short version is accepted by the NIPS 2018 workshop: Infer2Control 

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Sentence Encoding with Tree-constrained Relation Networks


Nov 26, 2018
Lei Yu, Cyprien de Masson d'Autume, Chris Dyer, Phil Blunsom, Lingpeng Kong, Wang Ling

* 12 pages 

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Unsupervised Word Discovery with Segmental Neural Language Models


Nov 23, 2018
Kazuya Kawakami, Chris Dyer, Phil Blunsom


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Transferring Physical Motion Between Domains for Neural Inertial Tracking


Oct 04, 2018
Changhao Chen, Yishu Miao, Chris Xiaoxuan Lu, Phil Blunsom, Andrew Markham, Niki Trigoni

* NIPS 2018 workshop on Modeling the Physical World: Perception, Learning, and Control. A complete version will be released soon 

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Pushing the bounds of dropout


Sep 27, 2018
Gábor Melis, Charles Blundell, Tomáš Kočiský, Karl Moritz Hermann, Chris Dyer, Phil Blunsom


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Neural Arithmetic Logic Units


Aug 01, 2018
Andrew Trask, Felix Hill, Scott Reed, Jack Rae, Chris Dyer, Phil Blunsom


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Encoding Spatial Relations from Natural Language


Jul 05, 2018
Tiago Ramalho, Tomáš Kočiský, Frederic Besse, S. M. Ali Eslami, Gábor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann


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Discovering Discrete Latent Topics with Neural Variational Inference


May 21, 2018
Yishu Miao, Edward Grefenstette, Phil Blunsom

* ICML 2017 

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The NarrativeQA Reading Comprehension Challenge


Dec 19, 2017
Tomáš Kočiský, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gábor Melis, Edward Grefenstette


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