Concept Analytics Lab

Outputs

Forthcoming Article

May 2026

Robinson, J. A., Sandow, R. J.,  Matcham, F. & Sooraj, Gayathri. (2026) ‘Mass Observing Loneliness: A Mixed-Methods Linguistic Analysis of Public Conceptualisations’ (see previous research in our working paper).

Forthcoming Article

April 2026

Robinson, J. A., Andito, A., Davey, R., Kearney, W., Laaouach, Y., Sandow, R. J., Weeds, J. & Young, Sandra. (2026) Conceptual profiling of big text data: A methodological description of the ConceptCruncher (See previous research).

Peer Reviewed Article

November 2025

Robinson, J. A., Sandow, R. J. & Andito, A. (in press). ‘Conceptual variation: Gendered differences in the lexicalization of the concept of commodity in environmental narratives.’ In R. J. Sandow & N. Braber (eds.) Sociolinguistic Approaches to Lexical Variation in English. Routledge, pp. 173-193. Available at: https://doi.org/10.4324/9781003510581

Peer Reviewed Article

October 2025

Laaouach, Y. (2025) ‘Reversal Is Structural: Concept-Aware Post-Training Recovers Rare, Deep Mathematical Skills’, in Proceedings of the NeurIPS 2025 Workshop on Efficient Reasoning, pp. 1-15. Available at: https://openreview.net/forum?id=RQ86Hokr9N

Working Paper

September 2025

Robinson, J. A., Sandow, R. J. & Andito, A. (in press). ‘Conceptual variation: Gendered differences in the lexicalization of the concept of commodity in environmental narratives.’ In R. J. Sandow & N. Braber (eds.) Sociolinguistic Approaches to Lexical Variation in English. Routledge.

Radio Interview

July 2025

Robinson, J. A. (2025) ‘Comments on the drop in A-levels in modern languages’. Interviewed by Bridgitte Tetteh. Bridgitte Tetteh on Radio Berkshire. BBC Radio Berkshire. 31st July.

Peer Reviewed Article

July 2025

Laaouach, Y. (2025) ‘HALT-CoT: Model-Agnostic Early Stopping for Chain-of-Thought Reasoning via Answer Entropy’. In Proceedings of the 4th Muslims in ML Workshop (co-located with ICML 2025), pp. 1-7. Available at: https://openreview.net/forum?id=CX5c7C1CZa

Radio Interview

June 2025

Robinson, J. A. (2025) ‘What are the benefits of learning foreign languages’. Interviewed by Sarah Gorrell. Sarah Gorrell. BBC Radio Sussex and BBC Radio Surrey. 19th June.

Peer Reviewed Article

2025

Robinson, J. A., Winters, L. A., Sandow, R. J., Young, S. & Hogan, C.  (2025) ‘We’re saying that we trust them but really we don’t’: Citizens’ jurors discursive framing of trust in international trade policy’, Journal of Language and Politics, 25(3), pp. 405-429. Available at: https://doi.org/10.1075/jlp.24178.rob

Presentation

March 2025

Weeds, J. (2025) Can we trust Artificial Intelligence? Sussex AI Lecture, University of Sussex, 26th March

Training

September 2024

Robinson, J. A. & Sandow, R. J. (2024) ‘How to automate meaning extraction from large text data?: Opportunities and insights from corpus linguistics’.12th September, NCRM Workshop at MethodsCon: Futures. Manchester.

Briefing Paper

June 2024

Gasiorek, M., Robinson, J. A. & Sandow, R. J. (2024) ‘Labour’s Progressive Trade Policy: Consultations and policy formulation’. Briefing Paper 81. UK Trade Policy Observatory.

Briefing Paper

2023

Gasiorek, M & Robinson, J. (2023) ‘What can be learnt from the Labour Party’s consultation on Trade?’ UK Trade Policy Observatory.

Presentation

October 2023

Weeds, J. (2023) ‘Can we trust ChatGPT?’ The Institution of Engineering and Technology guest lecture, University of Sussex, 17th October.

Peer Reviewed Article

September 2023

Robinson, J. A., Sandow, R. J. & Piazza, R. (2023). ‘Introducing the keyconcept approach to the analysis of language: The case of REGULATION in Covid-19 diaries’. In J. A. Robinson, R. Piazza & R. Jones (eds) Unhealthy Language: Linguistic investigations of Covid-19 discourse. Advances in Artificial Intelligence, 6.doi:10.3389/frai.2023.1176283

Presentation

May 2023

Robinson, J. A. (2023) ‘How Sussex Humanities are guiding  the energy sector towards future recycling solutions’. Research with Impact Forum at Sussex University, 10th May.

Presentation

May 2023

Robinson, J. A. (2023) ‘Concept-led approach to semantic change’. Guest talk at Variation and change in the history of the English lexicon. University of Zurich, 2nd May.

Presentation

April 2023

Robinson, J. A. & Sandow, R. J. (2023). ‘Conceptual variation in Covid-19 Mass Observation diaries’. Presented at Mass Observation’s 85th Anniversary Festival, Mass Observation Archive, The Keep, 23rd April. Available at: https://www.youtube.com/watch?v=M3VY-nD5W_Y.

Peer Reviewed Article

November 2022

Robinson, J. A. and Weeds, J. (2022) ‘Cognitive sociolinguistic variation in the Old Bailey Voices Corpus: The case for a new concept-led framework’. Transactions of the Philological Society. Special issue: “Digital methods for studying meaning in historical English”, 120(3), pp. 399-426. Available at: https://doi.org/10.1111/1467-968X.12250

Radio Interview

November 2022

Robinson, J. A. (2022) ‘Does an accent hold people back in their careers?’ Interviewed by Sarah Gorrell. Sarah Gorrell. BBC Radio Sussex and BBC Radio Surrey. 3rd November. 

Briefing Paper

April 2022

Robinson, J. A. & Weeds, J. (2022) ‘New ways of analysing conceptual variation’. Paper presented at Research on Language and Linguistics at Sussex, University of Sussex, 27th April.

Briefing Paper

November 2021

Robinson, J. A., Sandow, R. J., Andito, A., Nye, H., Raw, B., Thompson-Smith, J. & Weeds, J. (2021) ‘“I wore a face mask and felt like less of a criminal”: Cognitive restructuring in the concept of crime during the Covid-19 pandemic’. Paper presented at Virtual Covid Conference for Sussex Researchers, University of Sussex, 1st November.

Briefing Paper

October 2021

Robinson, J. A., Sandow, R. J., Andito, A., Nye, H., Raw, B., Thompson-Smith, J. & Weeds, J. (2021) ‘Conceptual WORK during the Covid-19 era’. Paper presented at The Language of Covid-19: Discourse Analytic and Sociolinguistic Approaches to an ‘Unprecedented’ Health Crisis, University of Sussex, 22nd October.

Briefing Paper

September 2021

Robinson, J. A. & Sandow, R. J. (2021) ‘Linguistic insights into the Mass Observation Archive’. Paper presented at New Ways of Doing Archival Research, University of Sussex,15th September.

Briefing Paper

July 2021

Robinson, J. A., Sandow, R. J., Andito, A., Nye, H., Raw, B. & Weeds, J. (2021) ‘Conceptual restructuring as an outcome of lockdown: Changes in working practices in the UK, 2006-2021’. Paper presented at Learning from Lockdown Symposium, Nottingham Trent University, 22nd July.

Briefing Paper

November 2021

Robinson, J. A., Sandow, R. J., Andito, A., Nye, H., Raw, B., Thompson-Smith, J. & Weeds, J. (2021) ‘“I wore a face mask and felt like less of a criminal”: Cognitive restructuring in the concept of crime during the Covid-19 pandemic’. Paper presented at Virtual Covid Conference for Sussex Researchers, University of Sussex, 1st November.

Briefing Paper

June 2020

Robinson, J. A. & Sandow, R. J. (2020) ‘Health, diaries, and digital technologies’. Paper presented at Corpus and Discourse International Conference, University of Sussex, 17th June.