Comparative Analysis of verbal alignment in human-human and human-agent interactions
International audience Engagement is an important feature in human-human and human-agent interaction. In this paper, we investigate lexical alignment as a cue of engagement, relying on two different corpora : CID and SEMAINE. Our final goal is to build a virtual conversational character that could u...
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ftccsdartic:oai:HAL:hal-02412088v1 2023-05-15T16:49:01+02:00 Comparative Analysis of verbal alignment in human-human and human-agent interactions Campano, Sabrina Durand, Jessica Clavel, Chloé Multimédia (MM) Laboratoire Traitement et Communication de l'Information (LTCI) Institut Mines-Télécom Paris (IMT)-Télécom Paris-Institut Mines-Télécom Paris (IMT)-Télécom Paris Département Traitement du Signal et des Images (TSI) Télécom ParisTech-Centre National de la Recherche Scientifique (CNRS) Télécom ParisTech-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS) Signal, Statistique et Apprentissage (S2A) Reykjavik, Iceland 2014-10 https://hal.telecom-paris.fr/hal-02412088 en eng HAL CCSD hal-02412088 https://hal.telecom-paris.fr/hal-02412088 Language Resources and Evaluation Conference https://hal.telecom-paris.fr/hal-02412088 Language Resources and Evaluation Conference, Oct 2014, Reykjavik, Iceland. pp.4415-4422 engagement human-agent interaction corpus analysis [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] info:eu-repo/semantics/conferenceObject Conference papers 2014 ftccsdartic 2021-10-24T02:31:56Z International audience Engagement is an important feature in human-human and human-agent interaction. In this paper, we investigate lexical alignment as a cue of engagement, relying on two different corpora : CID and SEMAINE. Our final goal is to build a virtual conversational character that could use alignment strategies to maintain user's engagement. To do so, we investigate two alignment processes : shared vocabulary and other-repetitions. A quantitative and qualitative approach is proposed to characterize these aspects in human-human (CID) and human-operator (SEMAINE) interactions. Our results show that these processes are observable in both corpora, indicating a stable pattern that can be further modelled in conversational agents. Conference Object Iceland Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
institution |
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Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
op_collection_id |
ftccsdartic |
language |
English |
topic |
engagement human-agent interaction corpus analysis [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] |
spellingShingle |
engagement human-agent interaction corpus analysis [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] Campano, Sabrina Durand, Jessica Clavel, Chloé Comparative Analysis of verbal alignment in human-human and human-agent interactions |
topic_facet |
engagement human-agent interaction corpus analysis [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] |
description |
International audience Engagement is an important feature in human-human and human-agent interaction. In this paper, we investigate lexical alignment as a cue of engagement, relying on two different corpora : CID and SEMAINE. Our final goal is to build a virtual conversational character that could use alignment strategies to maintain user's engagement. To do so, we investigate two alignment processes : shared vocabulary and other-repetitions. A quantitative and qualitative approach is proposed to characterize these aspects in human-human (CID) and human-operator (SEMAINE) interactions. Our results show that these processes are observable in both corpora, indicating a stable pattern that can be further modelled in conversational agents. |
author2 |
Multimédia (MM) Laboratoire Traitement et Communication de l'Information (LTCI) Institut Mines-Télécom Paris (IMT)-Télécom Paris-Institut Mines-Télécom Paris (IMT)-Télécom Paris Département Traitement du Signal et des Images (TSI) Télécom ParisTech-Centre National de la Recherche Scientifique (CNRS) Télécom ParisTech-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS) Signal, Statistique et Apprentissage (S2A) |
format |
Conference Object |
author |
Campano, Sabrina Durand, Jessica Clavel, Chloé |
author_facet |
Campano, Sabrina Durand, Jessica Clavel, Chloé |
author_sort |
Campano, Sabrina |
title |
Comparative Analysis of verbal alignment in human-human and human-agent interactions |
title_short |
Comparative Analysis of verbal alignment in human-human and human-agent interactions |
title_full |
Comparative Analysis of verbal alignment in human-human and human-agent interactions |
title_fullStr |
Comparative Analysis of verbal alignment in human-human and human-agent interactions |
title_full_unstemmed |
Comparative Analysis of verbal alignment in human-human and human-agent interactions |
title_sort |
comparative analysis of verbal alignment in human-human and human-agent interactions |
publisher |
HAL CCSD |
publishDate |
2014 |
url |
https://hal.telecom-paris.fr/hal-02412088 |
op_coverage |
Reykjavik, Iceland |
genre |
Iceland |
genre_facet |
Iceland |
op_source |
Language Resources and Evaluation Conference https://hal.telecom-paris.fr/hal-02412088 Language Resources and Evaluation Conference, Oct 2014, Reykjavik, Iceland. pp.4415-4422 |
op_relation |
hal-02412088 https://hal.telecom-paris.fr/hal-02412088 |
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1766039080244609024 |