Michael Johnston

Orcid: 0000-0003-1337-440X

According to our database1, Michael Johnston authored at least 72 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
"Don't Forget to Put the Milk Back!" Dataset for Enabling Embodied Agents to Detect Anomalous Situations.
IEEE Robotics Autom. Lett., October, 2024

S-EQA: Tackling Situational Queries in Embodied Question Answering.
CoRR, 2024

Dialogue with Robots: Proposals for Broadening Participation and Research in the SLIVAR Community.
CoRR, 2024

Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Alexa, play with robot: Introducing the First Alexa Prize SimBot Challenge on Embodied AI.
CoRR, 2023

Alexa Arena: A User-Centric Interactive Platform for Embodied AI.
CoRR, 2023

Improving Open-Domain Dialogue Evaluation with a Causal Inference Model.
CoRR, 2023

Alexa Arena: A User-Centric Interactive Platform for Embodied AI.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

An Architecture for Heterogeneous High-Performance Computing Systems: Motivation and Requirements.
Proceedings of the IEEE John Vincent Atanasoff International Symposium on Modern Computing, 2023

GIVL: Improving Geographical Inclusivity of Vision-Language Models with Pre-Training Methods.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Alexa, Let's Work Together: Introducing the First Alexa Prize TaskBot Challenge on Conversational Task Assistance.
CoRR, 2022

Lightweight Transformers for Conversational AI.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

2021
Deep Clustering with Measure Propagation.
CoRR, 2021

Heterogeneous Computing Systems for Complex Scientific Discovery Workflows.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2019
Multimodal integration for interactive conversational systems.
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Language Processing, Software, Commercialization, and Emerging Directions, 2019

2018
Corpus and Annotation Towards NLU for Customer Ordering Dialogs.
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Knowledge-Graph Driven Information State Approach to Dialog.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2015
Interact: Tightly-coupling Multimodal Dialog with an Interactive Virtual Assistant.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Localized error detection for targeted clarification in a virtual assistant.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
MVA: The Multimodal Virtual Assistant.
Proceedings of the SIGDIAL 2014 Conference, 2014

Exploring HPC-based scientific software as a service using CometCloud.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

2013
Spoken Dialog Systems for Automated Survey Interviewing.
Proceedings of the SIGDIAL 2013 Conference, 2013

A multimodal dialogue interface for mobile local search.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Data Decomposition for Code Parallelization in Practice: What Do the Experts Need?
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

2012
Collecting multimodal data in the wild.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Multimodal interaction patterns in mobile local search.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Multimodal dialogue in mobile local search.
Proceedings of the International Conference on Multimodal Interaction, 2012

2011
Speech and Multimodal Interaction in Mobile Search.
IEEE Signal Process. Mag., 2011

Multimodal local search in Speak4it.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

mTalk - A Multimodal Browser for Mobile Services.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Speak4it and the Multimodal Semantic Interpretation System.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

OpenGesture: a low-cost authoring framework for gesture and speech based application development and learning analytics.
Proceedings of the Interaction Design and Children, 2011

2010
Multimodal interactive spaces: MagicTV and magicMAP.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Speak4IT: Multimodal interaction in the wild.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Location grounding in multimodal local search.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

Speak4it: multimodal interaction for local search.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

EPG: speech access to program guides for people with disabilities.
Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010

2009
Robust Understanding in Multimodal Interfaces.
Comput. Linguistics, 2009

Building multimodal applications with EMMA.
Proceedings of the 11th International Conference on Multimodal Interfaces, 2009

2008
Robust gesture processing for multimodal interaction.
Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

2007
A Multimodal Interface for Access to Content in the Home.
Proceedings of the ACL 2007, 2007

2006
Dynamic Host Configuration Protocol (DHCP) Options for the Intel Preboot eXecution Environment (PXE).
RFC, November, 2006

Learning Edit Machines for Robust Multimodal Understanding.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Edit Machines for Robust Multimodal Language Processing.
Proceedings of the EACL 2006, 2006

Robust multimodal understanding for interactive systems.
Proceedings of the Australasian Language Technology Workshop, 2006

2005
Finite-state multimodal integration and understanding.
Nat. Lang. Eng., 2005

2004
Hyper-edges and multidimensional centrality.
Soc. Networks, 2004

Generation and evaluation of user tailored responses in multimodal dialogue.
Cogn. Sci., 2004

Balancing data-driven and rule-based approaches in the context of a Multimodal Conversational System.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004

Robust multimodal understanding.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

MATCHkiosk: A Multimodal Interactive City Guide.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, Barcelona, Spain, July 21-26, 2004, 2004

2003
Multimodality in Language and Speech Systems edited by Björn Granström, David House, and Inger Karlsson.
Comput. Linguistics, 2003

2002
Multimodal language processing for mobile information access.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Collecting mobile multimodal data for match.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Speech-Plans: Generating Evaluative Responses in Spoken Dialogue.
Proceedings of the International Natural Language Generation Conference, 2002

Context-Sensitive Help for Multimodal Dialogue.
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

MATCH: An Architecture for Multimodal Dialogue Systems.
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

2000
Integrating multimodal language processing with speech recognition.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Finite-state Multimodal Parsing and Understanding.
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000

Deixis and Conjunction in Multimodal Systems.
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000

1999
PROFER: predictive, robust finite-state parsing for spoken language.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Multimodal language processing.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Beyond structured dialogues: factoring out grounding.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

The efficiency of multimodal interaction: a case study.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Unification-based Multimodal Parsing.
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

1997
QuickSet: Multimodal Interaction for Distributed Applications.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

QuickSet: Multimodal Interaction for Simulation Set-up and Control.
Proceedings of the 5th Applied Natural Language Processing Conference, 1997

Unification-based Multimodal Integration.
Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics, 1997

Mulitmodal Interaction for Distributed Interactive Simulation.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996
Knowledge modelling for constructing an expert system to support reforestation decisions.
Knowl. Based Syst., 1996

Segmentation of ovarian follicles using geometric properties, texture descriptions, and boundary information.
Proceedings of the Medical Imaging 1996: Image Processing, 1996


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