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Challenges in Detoxifying Language Models

Sep 15, 2021
Johannes Welbl, Amelia Glaese, Jonathan Uesato, Sumanth Dathathri, John Mellor, Lisa Anne Hendricks, Kirsty Anderson, Pushmeet Kohli, Ben Coppin, Po-Sen Huang

* 23 pages, 6 figures, published in Findings of EMNLP 2021 

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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 

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Undersensitivity in Neural Reading Comprehension

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

* 15 pages, 4 figures 

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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 

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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

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Making sense of sensory input

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

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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 

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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 

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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 ( apart from minor changes in wording, additional footnotes, and appendices 

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Neural Random Forests

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

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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) 

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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 

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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 

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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 

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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 

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