What we do

The Interaction Lab is located in the School of Mathematical and Computer Sciences (MACS) at Heriot-Watt University, Edinburgh, Scotland. 

We hosted SIGDIAL 2022 ! The interactive robotics labs are now open!

IEEE Special Issue on Conversational AI: call for papers

We were  finalists in the Amazon Socialbot Challenge 2017 and 2018,  and in the Amazon SimBot Challenge 2023!

Our research focusses on conversational AI, Natural Language Processing, and machine learning. We are developing intelligent interactive systems which can collaborate effectively and adaptively with humans, by combining a variety of interaction modalities, such as speech, graphics, gesture, vision and Natural Language. Our systems combine statistical and symbolic information processing, and we are developing data-driven machine learning approaches to build robust agents which can adapt autonomously in uncertain and dynamic interactions. These techniques are applied in a variety of domains, such as conversational assistants (e.g. Alexa, Siri etc), interaction with (remote) autonomous vehicles and sensors, conversational search, technology enhanced learning, healthcare informatics, and human-robot interaction (HRI) . We evaluate the performance of our models and algorithms both in simulation and in trials with real users. The Interaction Lab was one of only three teams to reach the finals of the Amazon Alexa Challenge, both in 2017 and 2018. We are the only non-US team selected for the Alexa Prize Simbot competition in 2022, and one of the few selected for the finals.

We hosted  SIGDIAL 2022 ! We also organised INLG 2016 , and the 1st Workshop on Data-to-text Generation , and the workshop on Spatial Reasoning and Interaction for Real-World Robotics at IROS 2015. We organised the 2018 SICSA workshop on Conversational AI.  

Check out our new Masters course in AI and Conversational Agents (MSc in AI with Speech and Multimodal Interaction). Many of us also collaborate in the Human-Robot Interaction group and the HWU NLP lab. We also organised the 2017 Year of Robotics at Heriot-Watt.  We collaborate in the National Robotarium.

We also organise a  Seminar Series.

Some of our research projects:

We are interested in joining further  international and national research collaborations in the above areas.

Please see our webpages on PhD opportunities and Job openings.

We are part of the Intelligent Systems Lab, and SICSA (the Scottish Informatics and Computer Science Alliance). We are currently funded by grants from the EPSRC and the European Commission (Horizon 2020).


Personal AI Assistants: IEEE Spectrum article 2023

Oliver Lemon talks about Gato AI in New Scientist,  May 2022

We hosted SIGDIAL 2022 !

We are the only European team selected for the Alexa Prize SimBot competition in 2022

Several papers accepted at EMNLP, ACL, EACL ,ICMI, HRI 2021

4 papers accepted at ACL 2020 !

BBC News 2020: SPRING project

2 RA positions available (oct 2019): apply here and here

New EPSRC ORCA Hub funded : ORCA. 

We are through to the 2018  Amazon Alexa Challenge finals!

Best paper award at Robo-NLP 2017

Oliver Lemon is a keynote speaker at SIGDIAL 2017

Yannis Konstas  will be joining our group as an assistant professor!

Our team was chosen by Amazon to enter the Alexa challenge!

Job opening with closing date 27 June 2016. 

Pepper robot has arrived! (June 2016)

Papers accepted (2016): AAMAS, HRI, ACL, SemDial, LREC, FUZZ-IEE, IWSDS, SemEval, CSL, ECAI, SIGDIAL, RO-MAN, INLG.

Eshrag Refaee and Verena Rieser are winners of SemEval'16 challenge (sub-task 7)

Horizon 2020 project on socially intelligent robots (MuMMER) starting in 2016! Postdoc positions here

New ESPRC project (2015) funded on domain-general spoken dialogue systems: BABBLE

January 2015: FurHat has arrived!

SpeechCity wins the Culture and Sports Challenge in the EdinburghApps competition

2 new EPSRC projects on NLG funded 

SpeechCity demo app released for SEMDIAL 2014

ECHOES project rated "outstanding" by ESRC (June 2014)

The Interaction lab is jointly organising a workshop on Multimodal HRI at ICMI 2014

BBC article on Parlance project, "How to turn Siri into Samantha", Feb2014

JAMES project: on german TV, 2014

SemDial'14 is hosted by iLab.

MSc in AI with Speech and Multimodal Interaction starting Sept 2014.

Welcome to Katrin Lohan, our new lab member (21/10/13)

2 papers accepted for ICMI 2013

5 papers accepted for SIGDIAL 2013

Jason Williams from Microsoft Research visited us on 14/6/13

Oliver Lemon joins Advisory Board for Dialog State Tracking Challenge II (2013 -)

ENLG 2013 paper accepted.

Oliver Lemon gave an invited talk at Nuance Communications Inc, Sunnyvale Research Lab on 29/5/13

Verena Rieser is area chair for discourse & dialogue for EACL'14.

Verena Rieser gave an invited talk at ICSI Berkeley on 14/07/13. Watch on YouTube.

Mary Ellen Foster's paper with Ron Petrick from Edinburgh Uni has been named Novel Applications Track Best Paper for ICAPS'13.

2 papers accepted for ACL 2013

25/3/13 Verena Rieser elected to the Scientific Advisory Committee of SIGDIAL

Jan 2013: Verena Rieser  elected to the board of SIGGEN

6/11/12: SpaceBook and JAMES at the SICSA DemoFest

1/11/12 New book:

ECHOES project: video

Human-Robot Interaction: VIDEO

May 2012: call of the wired: Conversational Interface work at HWU and Cambridge

Book published: Rieser & Lemon "Reinforcement Learning for Adaptive Dialogue Systems"

New project EC FP7 Parlance started November 1st. 

See here for details


New forum for recruiting subjects at Heriot-Watt. Website here


3/11/11 Invited talk introducing Machine Learning to medics and psychologists at the Western General Hospital. Slides Available here.

1/11/11 Verena Rieser joined as a new faculty member.

1/11/11 ECHOES project at ESRC Festival of Social Science

Trialling a new spoken dialogue system for Edinburgh restaurants. ABC SDS prize draw.

Dialogue data released from CLASSiC project in our archive.

Heriot-Watt has been named as Scottish University of the Year 2011/12 by the Sunday Times.

Hosting SICSA workshop on Affective Interaction and Virtual Characters, 17 June 2011

Special issue of ACM TSLP on adaptive dialogue is out now!

2 papers accepted for SIGDIAL 2011

New projects James and Spacebook kick off this month (March 2011).

Outreach activity (4/3/2011): Tommy the Robot visits local school.

New project Help4Mood kicks off (January 2010).

ECHOES project features in "Britain in 2010" magazine (p. 94)

Interaction Lab joins the Vision and Language Network (Feb 2010)

The new Interaction Lab at Heriot-Watt up and running (posted 9/10/09).