Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

A Survey on Contextual Embeddings

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

* 13 pages 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Learning Robust and Multilingual Speech Representations

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

A Critical Analysis of Biased Parsers in Unsupervised Parsing

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


  Access Paper or Ask Questions

Mogrifier LSTM

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Scalable Syntax-Aware Language Models Using Knowledge Distillation

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

* ACL 2019 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

e-SNLI: Natural Language Inference with Natural Language Explanations

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

* NeurIPS 2018 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Unsupervised Word Discovery with Segmental Neural Language Models

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Pushing the bounds of dropout

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


  Access Paper or Ask Questions

Neural Arithmetic Logic Units

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Discovering Discrete Latent Topics with Neural Variational Inference

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

* ICML 2017 

  Access Paper or Ask Questions

The NarrativeQA Reading Comprehension Challenge

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


  Access Paper or Ask Questions

On the State of the Art of Evaluation in Neural Language Models

Nov 20, 2017
Gábor Melis, Chris Dyer, Phil Blunsom


  Access Paper or Ask Questions

Understanding Grounded Language Learning Agents

Oct 26, 2017
Felix Hill, Karl Moritz Hermann, Phil Blunsom, Stephen Clark


  Access Paper or Ask Questions

Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems

Oct 23, 2017
Wang Ling, Dani Yogatama, Chris Dyer, Phil Blunsom


  Access Paper or Ask Questions