User profiles for Matthew Marge

Matthew Marge

Program Manager, DARPA
Verified email at darpa.mil
Cited by 1857

Spoken language interaction with robots: Recommendations for future research

M Marge, C Espy-Wilson, NG Ward, A Alwan… - Computer Speech & …, 2022 - Elsevier
With robotics rapidly advancing, more effective human–robot interaction is increasingly
needed to realize the full potential of robots for society. While spoken language must be part of …

Using the Amazon Mechanical Turk for transcription of spoken language

M Marge, S Banerjee… - 2010 IEEE International …, 2010 - ieeexplore.ieee.org
We investigate whether Amazon's Mechanical Turk (MTurk) service can be used as a
reliable method for transcription of spoken language data. Utterances with varying speaker …

Miscommunication detection and recovery in situated human–robot dialogue

M Marge, AI Rudnicky - ACM Transactions on Interactive Intelligent …, 2019 - dl.acm.org
Even without speech recognition errors, robots may face difficulties interpreting natural-language
instructions. We present a method for robustly handling miscommunication between …

Evaluating evaluation methods for generation in the presence of variation

A Stent, M Marge, M Singhai - International conference on intelligent text …, 2005 - Springer
Recent years have seen increasing interest in automatic metrics for the evaluation of
generation systems. When a system can generate syntactic variation, automatic evaluation …

Applying the Wizard-of-Oz technique to multimodal human-robot dialogue

M Marge, C Bonial, B Byrne, T Cassidy… - arXiv preprint arXiv …, 2017 - arxiv.org
Our overall program objective is to provide more natural ways for soldiers to interact and
communicate with robots, much like how soldiers communicate with other soldiers today. We …

Dialogue-AMR: abstract meaning representation for dialogue

…, M Abrams, S Lukin, S Tratz, M Marge… - Proceedings of the …, 2020 - aclanthology.org
This paper describes a schema that enriches Abstract Meaning Representation (AMR) in
order to provide a semantic representation for facilitating Natural Language Understanding (…

Effects of adaptive robot dialogue on information exchange and social relations

C Torrey, A Powers, M Marge, SR Fussell… - Proceedings of the 1st …, 2006 - dl.acm.org
Human-robot interaction could be improved by designing robots that engage in adaptive
dialogue with users. An adaptive robot could estimate the information needs of individuals and …

ScoutBot: A dialogue system for collaborative navigation

…, JG Rogers III, CS Amaro, M Marge… - Proceedings of ACL …, 2018 - aclanthology.org
ScoutBot is a dialogue interface to physical and simulated robots that supports collaborative
exploration of environments. The demonstration will allow users to issue unconstrained …

[PDF][PDF] Spatial representation and reasoning for human-robot collaboration

WG Kennedy, MD Bugajska, M Marge, W Adams… - AAAI, 2007 - cdn.aaai.org
How should a robot represent and reason about spatial information when it needs to
collaborate effectively with a human? The form of spatial representation that is useful for robot …

Laying down the yellow brick road: Development of a wizard-of-oz interface for collecting human-robot dialogue

C Bonial, M Marge, A Foots, F Gervits, CJ Hayes… - arXiv preprint arXiv …, 2017 - arxiv.org
We describe the adaptation and refinement of a graphical user interface designed to
facilitate a Wizard-of-Oz (WoZ) approach to collecting human-robot dialogue data. The data …