Sökning: L773:9798350336702 OR L773:9798350336719 >
Personality-Adapted...
Personality-Adapted Language Generation for Social Robots
-
- Galatolo, Alessio (författare)
- KTH,Uppsala universitet,Bildanalys och människa-datorinteraktion,Avdelningen Vi3,KTH Royal Inst Technol, Stockholm, Sweden.,Robotik, perception och lärande, RPL,Uppsala Univ, Dept Informat Technol, Uppsala, Sweden
-
- Leite, Iolanda (författare)
- KTH,Robotik, perception och lärande, RPL,KTH Royal Inst Technol, Div Robot Percept & Learning, Stockholm, Sweden.
-
- Winkle, Katie (författare)
- KTH,Uppsala universitet,Avdelningen Vi3,Bildanalys och människa-datorinteraktion,KTH Royal Inst Technol, Stockholm, Sweden.,Robotik, perception och lärande, RPL,Uppsala Univ, Dept Informat Technol, Uppsala, Sweden
-
(creator_code:org_t)
- Institute of Electrical and Electronics Engineers (IEEE), 2023
- 2023
- Engelska.
-
Ingår i: 2023 32ND IEEE INTERNATIONAL CONFERENCE ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION, RO-MAN. - : Institute of Electrical and Electronics Engineers (IEEE). - 9798350336702 ; , s. 1800-1807
- Relaterad länk:
-
https://urn.kb.se/re...
-
visa fler...
-
https://doi.org/10.1...
-
https://urn.kb.se/re...
-
visa färre...
Abstract
Ämnesord
Stäng
- Previous works in Human-Robot Interaction have demonstrated the positive potential benefit of designing social robots which express specific personalities. In this work, we focus specifically on the adaptation of language (as the choice of words, their order, etc.) following the extraversion trait. We look to investigate whether current language models could support more autonomous generations of such personality-expressive robot output. We examine the performance of two models with user studies evaluating (i) raw text output and (ii) text output when used within multi-modal speech from the Furhat robot. We find that the ability to successfully manipulate perceived extraversion sometimes varies across different dialogue topics. We were able to achieve correct manipulation of robot personality via our language adaptation, but our results suggest further work is necessary to improve the automation and generalisation abilities of these models.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Språkteknologi (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Language Technology (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Människa-datorinteraktion (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Human Computer Interaction (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Robotteknik och automation (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Robotics (hsv//eng)
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
Hitta via bibliotek
Till lärosätets databas