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

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Felix Hill

BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation


Oct 18, 2021
Thomas Scialom, Felix Hill


  Access Paper or Ask Questions

Multimodal Few-Shot Learning with Frozen Language Models


Jul 03, 2021
Maria Tsimpoukelli, Jacob Menick, Serkan Cabi, S. M. Ali Eslami, Oriol Vinyals, Felix Hill


  Access Paper or Ask Questions

Towards mental time travel: a hierarchical memory for reinforcement learning agents


May 28, 2021
Andrew Kyle Lampinen, Stephanie C. Y. Chan, Andrea Banino, Felix Hill

* 10 pages main text; 22 pages total 

  Access Paper or Ask Questions

Imitating Interactive Intelligence


Jan 21, 2021
Josh Abramson, Arun Ahuja, Iain Barr, Arthur Brussee, Federico Carnevale, Mary Cassin, Rachita Chhaparia, Stephen Clark, Bogdan Damoc, Andrew Dudzik, Petko Georgiev, Aurelia Guy, Tim Harley, Felix Hill, Alden Hung, Zachary Kenton, Jessica Landon, Timothy Lillicrap, Kory Mathewson, Soňa Mokrá, Alistair Muldal, Adam Santoro, Nikolay Savinov, Vikrant Varma, Greg Wayne, Duncan Williams, Nathaniel Wong, Chen Yan, Rui Zhu


  Access Paper or Ask Questions

Object-based attention for spatio-temporal reasoning: Outperforming neuro-symbolic models with flexible distributed architectures


Dec 15, 2020
David Ding, Felix Hill, Adam Santoro, Matt Botvinick

* 22 pages, 5 figures 

  Access Paper or Ask Questions

Grounded Language Learning Fast and Slow


Sep 15, 2020
Felix Hill, Olivier Tieleman, Tamara von Glehn, Nathaniel Wong, Hamza Merzic, Stephen Clark


  Access Paper or Ask Questions

Probing Emergent Semantics in Predictive Agents via Question Answering


Jun 01, 2020
Abhishek Das, Federico Carnevale, Hamza Merzic, Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Gregory Wayne, Felix Hill

* ICML 2020 

  Access Paper or Ask Questions

Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text


May 19, 2020
Felix Hill, Sona Mokra, Nathaniel Wong, Tim Harley


  Access Paper or Ask Questions

Extending Machine Language Models toward Human-Level Language Understanding


Dec 12, 2019
James L. McClelland, Felix Hill, Maja Rudolph, Jason Baldridge, Hinrich Schütze


  Access Paper or Ask Questions

Emergent Systematic Generalization in a Situated Agent


Oct 28, 2019
Felix Hill, Andrew Lampinen, Rosalia Schneider, Stephen Clark, Matthew Botvinick, James L. McClelland, Adam Santoro


  Access Paper or Ask Questions

Higher-order Comparisons of Sentence Encoder Representations


Sep 05, 2019
Mostafa Abdou, Artur Kulmizev, Felix Hill, Daniel M. Low, Anders Søgaard

* EMNLP 2019 

  Access Paper or Ask Questions

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems


May 02, 2019
Alex Wang, Yada Pruksachatkun, Nikita Nangia, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman

* super.gluebenchmark.com 

  Access Paper or Ask Questions

Is coding a relevant metaphor for building AI? A commentary on "Is coding a relevant metaphor for the brain?", by Romain Brette


Apr 18, 2019
Adam Santoro, Felix Hill, David Barrett, David Raposo, Matthew Botvinick, Timothy Lillicrap


  Access Paper or Ask Questions

Analysing Mathematical Reasoning Abilities of Neural Models


Apr 02, 2019
David Saxton, Edward Grefenstette, Felix Hill, Pushmeet Kohli


  Access Paper or Ask Questions

Learning to Make Analogies by Contrasting Abstract Relational Structure


Jan 31, 2019
Felix Hill, Adam Santoro, David G. T. Barrett, Ari S. Morcos, Timothy Lillicrap


  Access Paper or Ask Questions

Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning


Dec 03, 2018
Aishwarya Agrawal, Mateusz Malinowski, Felix Hill, Ali Eslami, Oriol Vinyals, Tejas Kulkarni


  Access Paper or Ask Questions

Learning to Understand Goal Specifications by Modelling Reward


Oct 02, 2018
Dzmitry Bahdanau, Felix Hill, Jan Leike, Edward Hughes, Pushmeet Kohli, Edward Grefenstette

* 18 pages, 8 figures 

  Access Paper or Ask Questions

GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding


Sep 18, 2018
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman

* https://gluebenchmark.com/ 

  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

Measuring abstract reasoning in neural networks


Jul 11, 2018
David G. T. Barrett, Felix Hill, Adam Santoro, Ari S. Morcos, Timothy Lillicrap

* ICML 2018 

  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

Grounded Language Learning in a Simulated 3D World


Jun 26, 2017
Karl Moritz Hermann, Felix Hill, Simon Green, Fumin Wang, Ryan Faulkner, Hubert Soyer, David Szepesvari, Wojciech Marian Czarnecki, Max Jaderberg, Denis Teplyashin, Marcus Wainwright, Chris Apps, Demis Hassabis, Phil Blunsom

* 16 pages, 8 figures 

  Access Paper or Ask Questions

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment


May 10, 2017
Ivan Vulić, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen


  Access Paper or Ask Questions

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity


Sep 20, 2016
Daniela Gerz, Ivan Vulić, Felix Hill, Roi Reichart, Anna Korhonen

* EMNLP 2016 

  Access Paper or Ask Questions