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
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 SchĂĽtze


  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

The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations

Apr 01, 2016
Felix Hill, Antoine Bordes, Sumit Chopra, Jason Weston


  Access Paper or Ask Questions

Learning to Understand Phrases by Embedding the Dictionary

Mar 22, 2016
Felix Hill, Kyunghyun Cho, Anna Korhonen, Yoshua Bengio


  Access Paper or Ask Questions

Learning Distributed Representations of Sentences from Unlabelled Data

Feb 10, 2016
Felix Hill, Kyunghyun Cho, Anna Korhonen


  Access Paper or Ask Questions

Embedding Word Similarity with Neural Machine Translation

Apr 03, 2015
Felix Hill, Kyunghyun Cho, Sebastien Jean, Coline Devin, Yoshua Bengio

* arXiv admin note: text overlap with arXiv:1410.0718 

  Access Paper or Ask Questions

Not All Neural Embeddings are Born Equal

Nov 13, 2014
Felix Hill, KyungHyun Cho, Sebastien Jean, Coline Devin, Yoshua Bengio

* 4 pages plus 1 page of references 

  Access Paper or Ask Questions

SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation

Aug 15, 2014
Felix Hill, Roi Reichart, Anna Korhonen


  Access Paper or Ask Questions