Dr Julian Hough

Athro Cyswllt mewn Rhyngweithio Cyfrifiadurol Dynol

Computer Science

julian.hough@abertawe.ac.uk

119
Llawr Cyntaf
Y Ffowndri Gyfrifiadol
Campws y Bae

Ar gael ar gyfer Goruchwyliaeth Ôl-raddedig

Dolenni Ymchwil

https://orcid.org/0000-0002-4345-6759

ResearchGate

Google Scholar

Trosolwg

Rwyf yn ymchwilydd ac yn ddarlithydd ym maes rhyngweithio rhwng pobl a rhyngweithio rhwng pobl a systemau gan ddefnyddio technegau Prosesu Iaith Naturiol a Deallusrwydd Artiffisial, gyda'r nod o wella rhyngweithio rhwng pobl a gweithredwyr mewn perthynas â gweithredwyr megis robotiaid yn nhermau ansawdd a chanlyniadau moesegol.

Meysydd Arbenigedd

Prosesu Iaith Naturiol
Deialog Pobl a Systemau Dialog
Rhyngweithio rhwng pobl a robotiaid
Rhyngweithio rhwng pobl a chyfrifiaduron
Deallusrwydd Artiffisial â Phwyslais ar Bobl
Cymwysiadau gwybyddol o ran technoleg lleferydd (e.e. Dementia)

Uchafbwyntiau Gyrfa

Diddordebau Addysgu

Rwyf yn addysgu'n eang ar draws Cyfrifiadureg ar lefel israddedig ac ôl-raddedig. Rwyf yn goruchwylio prosiectau ar bynciau megis Prosesu Iaith Naturiol (gan gynnwys yr arwydd lleferydd ac amlfoddolrwydd), rhyngweithio rhwng pobl a robotiaid ac ymagweddau sy'n canolbwyntio ar bobl at Ddeallusrwydd Artiffisial.

Ymchwil Prif Wobrau Cydweithrediadau

Cyhoeddiadau

Uchafbwyntiau Ymchwil

Hough, J., Zarrieß, S., Kennington, C., Schlangen, D., & Poesio, M. (2024). Conceptual Pacts for Reference Resolution using Small, Dynamically Constructed Language Models: A Study in Puzzle Building Dialogues. In The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (pp. 3689-3699). ELRA and ICCL.
SU Repository: https://cronfa.swan.ac.uk/Record/cronfa65924
https://aclanthology.org/2024.lrec-main.327/
Nagele, A. & Hough, J. (2024). “The sleep data looks way better than I feel.” An autoethnographic account and diffractive reading of sleep-tracking. Frontiers in Computer Science, 6
https://doi.org/10.3389/fcomp.2024.1258289, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa65923
Förster, F., Romeo, M., Holthaus, P., Wood, L., Dondrup, C., Fischer, J., Liza, F., Kaszuba, S., Hough, J., Nesset, B., García, D., Kontogiorgos, D., Williams, J., Özkan, E., Barnard, P., Berumen, G., Price, D., Cobb, S., Wiltschko, M...., & Kapetanios, E. (2023). Working with troubles and failures in conversation between humans and robots: workshop report. Frontiers in Robotics and AI, 10(Human-Robot Interaction)
https://doi.org/10.3389/frobt.2023.1202306, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64960
http://dx.doi.org/10.3389/frobt.2023.1202306
Healey, P., Howes, C., Kempson, R., Mills, G., Purver, M., Gregoromichelaki, E., Eshghi, A., & Hough, J. (2023). “Who's there?”: Depicting identity in interaction. Behavioral and Brain Sciences, 46
https://doi.org/10.1017/s0140525x22001492, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64931
http://dx.doi.org/10.1017/s0140525x22001492
Ozkan, E., Healey, P., Gurion, T., Hough, J., & Jamone, L. (2023). Speakers Raise their Hands and Head during Self-Repairs in Dyadic Conversations. IEEE Transactions on Cognitive and Developmental Systems, 1-1.
https://doi.org/10.1109/tcds.2023.3254808, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64930
http://dx.doi.org/10.1109/tcds.2023.3254808
Ozkan, E., Gurion, T., Hough, J., Healey, P., & Jamone, L. (2022). Speaker Motion Patterns during Self-repairs in Natural Dialogue. In International Conference on Multimodal InteractionACM.
https://doi.org/10.1145/3536220.3563684, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64929
Nagele, A., Hough, J., & Dinnen, Z. (2022). The Subjectivities of Wearable Sleep-Trackers - A Discourse Analysis. In CHI Conference on Human Factors in Computing Systems Extended AbstractsACM.
https://doi.org/10.1145/3491101.3519677, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64928
Nasreen, S., Hough, J., & Purver, M. (2021). Detecting Alzheimer’s Disease Using Interactional and Acoustic Features from Spontaneous Speech. In Interspeech 2021ISCA.
https://doi.org/10.21437/interspeech.2021-1526, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64933
Rohanian, M., Hough, J., & Purver, M. (2021). Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs. In Interspeech 2021ISCA.
https://doi.org/10.21437/interspeech.2021-1633, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64932
Ozkan, E., Gurion, T., Hough, J., Healey, P., & Jamone, L. (2021). Specific hand motion patterns correlate to miscommunications during dyadic conversations. In 2021 IEEE International Conference on Development and Learning (ICDL) (pp. 379-406). IEEE.
https://doi.org/10.1109/icdl49984.2021.9515613, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64925

Holl Ymchwil

Erthyglau Cylchgronau

Nagele, A. & Hough, J. (2024). “The sleep data looks way better than I feel.” An autoethnographic account and diffractive reading of sleep-tracking. Frontiers in Computer Science, 6
https://doi.org/10.3389/fcomp.2024.1258289, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa65923
Förster, F., Romeo, M., Holthaus, P., Wood, L., Dondrup, C., Fischer, J., Liza, F., Kaszuba, S., Hough, J., Nesset, B., García, D., Kontogiorgos, D., Williams, J., Özkan, E., Barnard, P., Berumen, G., Price, D., Cobb, S., Wiltschko, M...., & Kapetanios, E. (2023). Working with troubles and failures in conversation between humans and robots: workshop report. Frontiers in Robotics and AI, 10(Human-Robot Interaction)
https://doi.org/10.3389/frobt.2023.1202306, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64960
http://dx.doi.org/10.3389/frobt.2023.1202306
Healey, P., Howes, C., Kempson, R., Mills, G., Purver, M., Gregoromichelaki, E., Eshghi, A., & Hough, J. (2023). “Who's there?”: Depicting identity in interaction. Behavioral and Brain Sciences, 46
https://doi.org/10.1017/s0140525x22001492, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64931
http://dx.doi.org/10.1017/s0140525x22001492
Ozkan, E., Healey, P., Gurion, T., Hough, J., & Jamone, L. (2023). Speakers Raise their Hands and Head during Self-Repairs in Dyadic Conversations. IEEE Transactions on Cognitive and Developmental Systems, 1-1.
https://doi.org/10.1109/tcds.2023.3254808, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64930
http://dx.doi.org/10.1109/tcds.2023.3254808
Nasreen, S., Rohanian, M., Hough, J., & Purver, M. (2021). Alzheimer’s Dementia Recognition From Spontaneous Speech Using Disfluency and Interactional Features. Frontiers in Computer Science, 3
https://doi.org/10.3389/fcomp.2021.640669, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64927
http://dx.doi.org/10.3389/fcomp.2021.640669
Purver, M., Sadrzadeh, M., Kempson, R., Wijnholds, G., & Hough, J. (2021). Incremental Composition in Distributional Semantics. Journal of Logic, Language and Information, 30(2), 379-406.
https://doi.org/10.1007/s10849-021-09337-8, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64926
http://dx.doi.org/10.1007/s10849-021-09337-8

Penodau Llyfrau

Hough, J. & Purver, M. (2017). Probabilistic Record Type Lattices for Incremental Reference Processing. In Chatzikyriakidis, Stergios and Luo, Zhaohui (Ed.), Studies in Linguistics and Philosophy (pp. 189-222). Springer International Publishing
https://doi.org/10.1007/978-3-319-50422-3_8, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64053
http://dx.doi.org/10.1007/978-3-319-50422-3_8
Eshghi, A., Purver, M., Hough, J., & Sato, Y. (2013). Probabilistic Grammar Induction in an Incremental Semantic Framework. Constraint Solving and Language Processing (pp. 92-107). Springer Berlin Heidelberg
https://doi.org/10.1007/978-3-642-41578-4_6, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64055
http://dx.doi.org/10.1007/978-3-642-41578-4_6

Cyfraniadau Cynadleddau

Sumanathilaka, D., Micallef, N., & Hough, J. (2024). Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation. In First International Conference on Natural Language Processing and Artificial Intelligence for Cybersecurity
https://doi.org/10.1109/ICSGRC62081.2024.10691283, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa67920
Sumanathilaka, D., Micallef, N., & Hough, J. (2024). Assessing GPT's Potential for Word Sense Disambiguation: A Quantitative Evaluation on Prompt Engineering Techniques. In 2024 IEEE 15th Control and System Graduate Research Colloquium (ICSGRC) (pp. 204-209). IEEE.
https://doi.org/10.1109/icsgrc62081.2024.10691283, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa67921
http://dx.doi.org/10.1109/icsgrc62081.2024.10691283
Hough, J., Zarrieß, S., Kennington, C., Schlangen, D., & Poesio, M. (2024). Conceptual Pacts for Reference Resolution using Small, Dynamically Constructed Language Models: A Study in Puzzle Building Dialogues. In The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (pp. 3689-3699). ELRA and ICCL.
SU Repository: https://cronfa.swan.ac.uk/Record/cronfa65924
https://aclanthology.org/2024.lrec-main.327/
Ozkan, E., Gurion, T., Hough, J., Healey, P., & Jamone, L. (2022). Speaker Motion Patterns during Self-repairs in Natural Dialogue. In International Conference on Multimodal InteractionACM.
https://doi.org/10.1145/3536220.3563684, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64929
Nagele, A., Hough, J., & Dinnen, Z. (2022). The Subjectivities of Wearable Sleep-Trackers - A Discourse Analysis. In CHI Conference on Human Factors in Computing Systems Extended AbstractsACM.
https://doi.org/10.1145/3491101.3519677, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64928
Nasreen, S., Hough, J., & Purver, M. (2021). Detecting Alzheimer’s Disease Using Interactional and Acoustic Features from Spontaneous Speech. In Interspeech 2021ISCA.
https://doi.org/10.21437/interspeech.2021-1526, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64933
Rohanian, M., Hough, J., & Purver, M. (2021). Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs. In Interspeech 2021ISCA.
https://doi.org/10.21437/interspeech.2021-1633, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64932
Ozkan, E., Gurion, T., Hough, J., Healey, P., & Jamone, L. (2021). Specific hand motion patterns correlate to miscommunications during dyadic conversations. In 2021 IEEE International Conference on Development and Learning (ICDL) (pp. 379-406). IEEE.
https://doi.org/10.1109/icdl49984.2021.9515613, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64925
Rohanian, M. & Hough, J. (2021). Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection Incremental. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language ProcessingAssociation for Computational Linguistics.
https://doi.org/10.18653/v1/2021.acl-long.286, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64934
Nasreen, S., Hough, J., & Purver, M. (2021). Rare-Class Dialogue Act Tagging for Alzheimer’s Disease Diagnosis. In Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue (pp. 290-300). Association for Computational Linguistics.
https://doi.org/10.18653/v1/2021.sigdial-1.32, SU Repository: https://cronfa.swan.ac.uk/Record/cronfa64935

Goruchwyliaeth

Computational Semantics of Natural Language for Computational Law (cyfredol)

PhD

Goruchwyliwr arall: Dr Adam Wyner
To what extent may educational technological tools better how anti-social behaviour is addressed and understood in England and Wales. (cyfredol)

PhD

Goruchwyliwr arall: Dr Tom Owen

Modiwlau a Addysgir

CSC348 Web Application Development

The module will develop the principles and technologies used for building web-based systems. Practical experience of building web systems will be gained via laboratories and coursework. Existing high programming skill and experience is essential for this module. Existing programming experience is essential for this module.
CSCM22 Symbolic Artificial Intelligence and Natural Language Processing

This module will introduce the symbolic, statistical, and structural properties of language, explain and compare some of the major approaches in symbolic AI and Natural Language Processing, and explain their relevance to practical computing application areas.
CSCM48 Web Application Development

The module will develop the principles and technologies used for building web-based systems. Practical experience of building web systems will be gained via laboratories and coursework. Existing high programming skill and experience is essential for this module.

Grantiau a Phrosiectau Allweddol

FLUIDITY in simulated Human-Robot Interaction with Speech Interfaces 2023 - 2026

Prif Ymchwilydd, Gwobr Ymchwilydd Newydd yr EPSRC, £587,000
Annotating Reference and Coreference In Dialogue Using Conversational Agents in games (ARCIDUCA) 2022 - 2025

Cyd-ymchwilydd, yr EPSRC, £1,090,000
Learning collaboration affordances for intuitive human-robot interaction 2019 - 2021

Cyd-ymchwilydd, grant partneriaeth Sefydliad Turing, £218,000

Dr Julian Hough

Cyfeiriad ebost

Dolenni Ymchwil

Trosolwg

Meysydd Arbenigedd

Uchafbwyntiau Gyrfa

Cyhoeddiadau

Uchafbwyntiau Ymchwil

Holl Ymchwil

Erthyglau Cylchgronau

Penodau Llyfrau

Cyfraniadau Cynadleddau

Goruchwyliaeth

Computational Semantics of Natural Language for Computational Law (cyfredol)

To what extent may educational technological tools better how anti-social behaviour is addressed and understood in England and Wales. (cyfredol)

Modiwlau a Addysgir

CSC348 Web Application Development

CSCM22 Symbolic Artificial Intelligence and Natural Language Processing

CSCM48 Web Application Development

Grantiau a Phrosiectau Allweddol

FLUIDITY in simulated Human-Robot Interaction with Speech Interfaces 2023 - 2026

Annotating Reference and Coreference In Dialogue Using Conversational Agents in games (ARCIDUCA) 2022 - 2025

Learning collaboration affordances for intuitive human-robot interaction 2019 - 2021