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 Mark Johnson

Mark Johnson

CVSSP, University of Surrey

There and Back Again: Self-supervised Multispectral Correspondence Estimation


Mar 19, 2021
Celyn Walters, Oscar Mendez, Mark Johnson, Richard Bowden


  Access Paper or Ask Questions

ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning


Jan 25, 2021
Yufei Wang, Ian D. Wood, Stephen Wan, Mark Johnson

* long paper accepted @ EACL-2021 camera ready version 

  Access Paper or Ask Questions

Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data


Oct 22, 2020
Michael L. Wick, Kate Silverstein, Jean-Baptiste Tristan, Adam Pocock, Mark Johnson


  Access Paper or Ask Questions

End-to-End Speech Recognition and Disfluency Removal


Sep 28, 2020
Paria Jamshid Lou, Mark Johnson


  Access Paper or Ask Questions

Improving Disfluency Detection by Self-Training a Self-Attentive Model


Apr 29, 2020
Paria Jamshid Lou, Mark Johnson


  Access Paper or Ask Questions

How to best use Syntax in Semantic Role Labelling


Jun 01, 2019
Yufei Wang, Mark Johnson, Stephen Wan, Yifang Sun, Wei Wang

* ACL-2019 camera ready 

  Access Paper or Ask Questions

Neural Constituency Parsing of Speech Transcripts


Apr 17, 2019
Paria Jamshid Lou, Yufei Wang, Mark Johnson


  Access Paper or Ask Questions

Disfluency Detection using Auto-Correlational Neural Networks


Oct 28, 2018
Paria Jamshid Lou, Peter Anderson, Mark Johnson


  Access Paper or Ask Questions

Improving Topic Models with Latent Feature Word Representations


Oct 15, 2018
Dat Quoc Nguyen, Richard Billingsley, Lan Du, Mark Johnson

* Transactions of the Association for Computational Linguistics, vol. 3, pp. 299-313, 2015 
* The published version is available at: https://transacl.org/ojs/index.php/tacl/article/view/582 ; The source code is available at: https://github.com/datquocnguyen/LFTM 

  Access Paper or Ask Questions

Disfluency Detection using a Noisy Channel Model and a Deep Neural Language Model


Aug 28, 2018
Paria Jamshid Lou, Mark Johnson


  Access Paper or Ask Questions

Partially-Supervised Image Captioning


Jun 15, 2018
Peter Anderson, Stephen Gould, Mark Johnson


  Access Paper or Ask Questions

AMR Dependency Parsing with a Typed Semantic Algebra


May 29, 2018
Jonas Groschwitz, Matthias Lindemann, Meaghan Fowlie, Mark Johnson, Alexander Koller

* This paper will be presented at ACL 2018 (see https://acl2018.org/programme/papers/

  Access Paper or Ask Questions

Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments


Apr 05, 2018
Peter Anderson, Qi Wu, Damien Teney, Jake Bruce, Mark Johnson, Niko Sünderhauf, Ian Reid, Stephen Gould, Anton van den Hengel

* CVPR 2018 Spotlight presentation 

  Access Paper or Ask Questions

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit


Apr 01, 2018
Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson

* Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations, NAACL 2018, to appear 

  Access Paper or Ask Questions

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering


Mar 14, 2018
Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang

* CVPR 2018 full oral, winner of the 2017 Visual Question Answering challenge 

  Access Paper or Ask Questions

A Fast and Accurate Vietnamese Word Segmenter


Dec 23, 2017
Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson

* In Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018), to appear 

  Access Paper or Ask Questions

From Word Segmentation to POS Tagging for Vietnamese


Nov 14, 2017
Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson

* To appear in Proceedings of the 15th Annual Workshop of the Australasian Language Technology Association, ALTA 2017 

  Access Paper or Ask Questions

Guided Open Vocabulary Image Captioning with Constrained Beam Search


Jul 19, 2017
Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould

* EMNLP 2017 

  Access Paper or Ask Questions

Idea density for predicting Alzheimer's disease from transcribed speech


Jun 14, 2017
Kairit Sirts, Olivier Piguet, Mark Johnson

* CoNLL 2017 

  Access Paper or Ask Questions

A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing


Jun 08, 2017
Dat Quoc Nguyen, Mark Dras, Mark Johnson

* v2: also include universal POS tagging, UAS and LAS accuracies w.r.t gold-standard segmentation on Universal Dependencies 2.0 - CoNLL 2017 shared task test data; in CoNLL 2017 

  Access Paper or Ask Questions

Neighborhood Mixture Model for Knowledge Base Completion


Mar 09, 2017
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson

* V1: In Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, CoNLL 2016. V2: Corrected citation to (Krompa{\ss} et al., 2015). V3: A revised version of our CoNLL 2016 paper to update latest related work 

  Access Paper or Ask Questions

STransE: a novel embedding model of entities and relationships in knowledge bases


Mar 08, 2017
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson

* V1: In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016. V2: Corrected citation to (Krompa{\ss} et al., 2015). V3: A revised version of our NAACL-HLT 2016 paper with additional experimental results and latest related work 

  Access Paper or Ask Questions

Search Personalization with Embeddings


Dec 12, 2016
Thanh Vu, Dat Quoc Nguyen, Mark Johnson, Dawei Song, Alistair Willis

* In Proceedings of the 39th European Conference on Information Retrieval, ECIR 2017, to appear 

  Access Paper or Ask Questions

An empirical study for Vietnamese dependency parsing


Nov 03, 2016
Dat Quoc Nguyen, Mark Dras, Mark Johnson

* To appear in Proceedings of the 14th Annual Workshop of the Australasian Language Technology Association 

  Access Paper or Ask Questions

SPICE: Semantic Propositional Image Caption Evaluation


Jul 29, 2016
Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould

* 14 pages plus references, accepted to ECCV 2016 

  Access Paper or Ask Questions

Joint and conditional estimation of tagging and parsing models


May 07, 2001
Mark Johnson

* 8 pages, Proceedings of the ACL 2001 

  Access Paper or Ask Questions

Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training


Aug 30, 2000
Stefan Riezler, Detlef Prescher, Jonas Kuhn, Mark Johnson

* Proceedings of the 38th Annual Meeting of the ACL, 2000 
* 8 pages, uses acl2000.sty 

  Access Paper or Ask Questions

Exploiting auxiliary distributions in stochastic unification-based grammars


Aug 25, 2000
Mark Johnson, Stefan Riezler

* Proc 1st NAACL, 2000, pages 154-161 
* 8 pages 

  Access Paper or Ask Questions

Estimators for Stochastic ``Unification-Based'' Grammars


Aug 25, 2000
Mark Johnson, Stuart Geman, Stephen Canon, Zhiyi Chi, Stefan Riezler

* Proc 37th Annual Conference of the Association for Computational Linguistics, 1999, pages 535-541 
* 7 pages 

  Access Paper or Ask Questions