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
Evaluating the Apperception Engine

Jul 09, 2020
Richard Evans, Jose Hernandez-Orallo, Johannes Welbl, Pushmeet Kohli, Marek Sergot

* arXiv admin note: substantial text overlap with arXiv:1910.02227 

  Access Paper or Ask Questions

Undersensitivity in Neural Reading Comprehension

Feb 15, 2020
Johannes Welbl, Pasquale Minervini, Max Bartolo, Pontus Stenetorp, Sebastian Riedel

* 15 pages, 4 figures 

  Access Paper or Ask Questions

Beat the AI: Investigating Adversarial Human Annotations for Reading Comprehension

Feb 02, 2020
Max Bartolo, Alastair Roberts, Johannes Welbl, Sebastian Riedel, Pontus Stenetorp

* 21 pages including appendices 

  Access Paper or Ask Questions

Reducing Sentiment Bias in Language Models via Counterfactual Evaluation

Nov 08, 2019
Po-Sen Huang, Huan Zhang, Ray Jiang, Robert Stanforth, Johannes Welbl, Jack Rae, Vishal Maini, Dani Yogatama, Pushmeet Kohli


  Access Paper or Ask Questions

Making sense of sensory input

Oct 05, 2019
Richard Evans, Jose Hernandez-Orallo, Johannes Welbl, Pushmeet Kohli, Marek Sergot


  Access Paper or Ask Questions

Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation

Sep 03, 2019
Po-Sen Huang, Robert Stanforth, Johannes Welbl, Chris Dyer, Dani Yogatama, Sven Gowal, Krishnamurthy Dvijotham, Pushmeet Kohli

* Accepted in EMNLP 2019 

  Access Paper or Ask Questions

Jack the Reader - A Machine Reading Framework

Jun 20, 2018
Dirk Weissenborn, Pasquale Minervini, Tim Dettmers, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bošnjak, Jeff Mitchell, Thomas Demeester, Pontus Stenetorp, Sebastian Riedel

* Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL 2018), System Demonstrations 

  Access Paper or Ask Questions

Constructing Datasets for Multi-hop Reading Comprehension Across Documents

Jun 11, 2018
Johannes Welbl, Pontus Stenetorp, Sebastian Riedel

* Transactions of the Association for Computational Linguistics (TACL), Vol 6 (2018), pages 287-302 
* This paper directly corresponds to the TACL version (https://transacl.org/ojs/index.php/tacl/article/view/1325) apart from minor changes in wording, additional footnotes, and appendices 

  Access Paper or Ask Questions

Neural Random Forests

Apr 03, 2018
GĂ©rard Biau, Erwan Scornet, Johannes Welbl


  Access Paper or Ask Questions

Knowledge Graph Completion via Complex Tensor Factorization

Nov 26, 2017
Théo Trouillon, Christopher R. Dance, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard

* 38 pages, accepted in JMLR. This is an extended version of the article "Complex embeddings for simple link prediction" (ICML 2016) 

  Access Paper or Ask Questions

Crowdsourcing Multiple Choice Science Questions

Jul 19, 2017
Johannes Welbl, Nelson F. Liu, Matt Gardner

* accepted for the Workshop on Noisy User-generated Text (W-NUT) 2017 

  Access Paper or Ask Questions

Frustratingly Short Attention Spans in Neural Language Modeling

Feb 15, 2017
Michał Daniluk, Tim Rocktäschel, Johannes Welbl, Sebastian Riedel

* Published as a conference paper at ICLR 2017 

  Access Paper or Ask Questions

Complex Embeddings for Simple Link Prediction

Jun 20, 2016
Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard

* 10+2 pages, accepted at ICML 2016 

  Access Paper or Ask Questions

A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion

Apr 20, 2016
Johannes Welbl, Guillaume Bouchard, Sebastian Riedel

* accepted for AKBC 2016 workshop, 6pages 

  Access Paper or Ask Questions