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Research project

Multimodal audio-textual argumentation mining of political debates

Staff

Lead researchers

Dr Rafael Mestre PhD, MSc, BSc

Lecturer
Research interests
  • Responsible Research and Innovation of emergent technologies
  • Multimodal machine learning and Natural Language Processing
  • Computational social science
Connect with Rafael

Email: R.Mestre@soton.ac.uk

Other researchers

Professor Stuart Middleton

Professor
Research interests
  • Natural Language Processing: Large Language Models
  • Human-in-the-loop LLMs: Rationale-based learning, Active learning, Adversarial defence, Adver…
  • Information Extraction: Text/Behaviour classification, Few/Zero shot learning, Location extra…
Connect with Stuart

Email: sem03@soton.ac.uk

Professor Matt Ryan

Professor
Research interests
  • Democracy
  • Social Research Methods
  • Web Science
Connect with Matt

Email: M.G.Ryan@soton.ac.uk

Collaborating research institutes, centres and groups

Research outputs

Augmenting pre-trained language models with audio feature embedding for argumentation mining in political debates
Rafael Mestre, Stuart E. Middleton, Matt Ryan, Masood Gheasi, Timothy Norman & Jiatong Zhu, 2023
Type: conference
M-Arg: multimodal argument mining dataset for political debates with audio and transcripts
Rafael Mestre, Razvan Milicin, Stuart Middleton, Matthew Ryan, Jiatong Zhu & Timothy Norman, 2021
DOI: 10.18653/v1/2021.argmining-1.8
Type: conference