Jeff Mitchell

According to our database, Jeff Mitchell authored at least 18 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Generating sparse explanations for malicious Android opcode sequences using hierarchical LIME.

Jeff Mitchell, Niall McLaughlin, Jesús Martínez del Rincón

Comput. Secur., February, 2024

2021

Generalisation in Neural Networks Does not Require Feature Overlap.

Jeff Mitchell, Jeffrey S. Bowers

CoRR, 2021

2020

Harnessing the Symmetry of Convolutions for Systematic Generalisation.

Jeff Mitchell, Jeffrey S. Bowers

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Priorless Recurrent Networks Learn Curiously.

Jeff Mitchell, Jeffrey S. Bowers

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Automated Fact Checking in the News Room.

Sebastião Miranda, David Nogueira, Afonso Mendes, Andreas Vlachos, Andrew Secker, Rebecca Garrett, Jeff Mitchell, Zita Marinho

Proceedings of the World Wide Web Conference, 2019

2018

Extrapolation in NLP.

Jeff Mitchell, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel

CoRR, 2018

Question Answering Resources Applied to Slot-Filling.

Jeff Mitchell, Sebastian Riedel

CoRR, 2018

Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness.

Vicente Iván Sánchez Carmona, Jeff Mitchell, Sebastian Riedel

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Jack the Reader - A Machine Reading Framework.

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

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

The SUMMA Platform Prototype.

Renars Liepins, Ulrich Germann, Guntis Barzdins, Alexandra Birch, Steve Renals, Susanne Weber, Peggy van der Kreeft, Hervé Bourlard, João Prieto, Ondrej Klejch, Peter Bell, Alexandros Lazaridis, Afonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer, Marcin Junczys-Dowmunt, Hina Imran, David Nogueira, Ahmed M. Ali, Sebastião Miranda, Andrei Popescu-Belis, Lesly Miculicich Werlen, Nikos Papasarantopoulos, Abiola Obamuyide, Clive Jones, Fahim Dalvi, Andreas Vlachos, Yang Wang, Sibo Tong, Rico Sennrich, Nikolaos Pappas, Shashi Narayan, Marco Damonte, Nadir Durrani, Sameer Khurana, Ahmed Abdelali, Hassan Sajjad, Stephan Vogel, David Sheppey, Chris Hernon, Jeff Mitchell

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Decomposing Bilexical Dependencies into Semantic and Syntactic Vectors.

Jeff Mitchell

Proceedings of the 1st Workshop on Representation Learning for NLP, 2016

2015

Orthogonality of Syntax and Semantics within Distributional Spaces.

Jeff Mitchell, Mark Steedman

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Parser Adaptation to the Biomedical Domain without Re-Training.

Jeff Mitchell, Mark Steedman

Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis, 2015

2013

Learning Semantic Representations in a Bigram Language Model.

Jeff Mitchell

Proceedings of the 10th International Conference on Computational Semantics, 2013

2010

Composition in Distributional Models of Semantics.

Jeff Mitchell, Mirella Lapata

Cogn. Sci., 2010

Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure.

Jeff Mitchell, Mirella Lapata, Vera Demberg, Frank Keller

Proceedings of the ACL 2010, 2010

2009

Language Models Based on Semantic Composition.

Jeff Mitchell, Mirella Lapata

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

2008

Vector-based Models of Semantic Composition.

Jeff Mitchell, Mirella Lapata

Proceedings of the ACL 2008, 2008