We’re a research group that works on topics around behavioural inference, core issues of natural language processing, data science and applications thereof. For more detail on topics, see the projects and interests of the members listed below. All communication happens on our Element channel.

In weekly meetings, we discuss ongoing research, pitch ideas or discuss a paper. The timetable below is for reference of the current members.

If you’re interested in getting involved (as a student, intern or project collaborator), feel free to reach out to any of the current members.

Current members

  • Nicola Rossberg (individualised language representation networks)
  • Marilu Miotto (machine thinking fast and slow)
  • Bastiaan Sizoo (linguistic meanings in online niche forums)
  • Biniyam Gebeyehu (medical NLP to predict patients at risk)
  • Rasoul Norouzi Nikjeh (text-mining methods for theory development in social science research)
  • Arianna Trozze (prosecuting financial crimes involving cryptocurrencies)
  • Daniel Hammocks (horizon scanning with data science techniques). Daniel’s website
  • Felix Soldner (consumer fraud detection). Felix’s website
  • Maximilian Mozes (adversarial machine learning for NLP). Max’s website
  • Bennett Kleinberg (topics - behavioural inference, NLP for social+behavioural science, fundamentals of data science, text anonymisation, deception detection). Bennett’s website

Timetable

All meetings are held in a hybrid setting (on campus + Zoom). The link and access details to the meetings are shared in the Element group.

Date Day Time (GMT+1) Presenter(s) Reading
24 Nov 2021 Wed 12:30-13:30 Arianna, Luisa research updates
1 Dec 2021 Wed 12:30-13:30 Teng Si, Bastiaan research updates
8 Dec 2021 Wed 12:30-13:30 Biniyam, Felix research updates
15 Dec 2021 Wed 12:30-13:30 Max Bender et al., 2021 - On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?
12 Jan 2022 Wed 12:30-13:30 tbc tbc
19 Jan 2022 Wed 12:30-13:30 Bennett Hofman et al., 2021 - Integrating explanation and prediction in computational social science
26 Jan 2022 Wed 12:30-13:30 Luisa research update
2 Feb 2022 Wed 12:30-13:30 Teng-Si, Florette research updates
9 Feb 2022 Wed 12:30-13:30 Felix Mitchell et al., 2019 - Model Cards for Model Reporting
16 Feb 2022 Wed 12:30-13:30 Marilu, Nicola research updates
23 Feb 2022 Wed 12:30-13:30 Daniel research update
9 Mar 2022 Wed 12:30-13:30 Meltem, Samareen research updates
16 Mar 2022 Wed 12:30-13:30 Biniyam tbc
23 Mar 2022 Wed 12:30-13:30 Arianna tbc
7 April 2022 Wed 12:30-13:30 Gaspar project intro
20 April 2022 Wed 12:30-13:30 Marilu research update
4 May 2022 Wed 12:30-13:30 Arianna research update
11 May 2022 Wed 12:30-13:30 Samareen research update
18 May 2022 Wed 12:30-13:30 Nicola research update
1 June 2022 Wed 12:30-13:30 Marilu research update
8 June 2022 Wed 11:30-12:30 Marilu research update
15 June 2022 Wed 10:00-11:00 Bennett Lemoine, 2022 - Is LaMDA Sentient? — an Interview
23 June 2022 Thurs 11:00-12:00 Felix research update
28 June 2022 Tues 11:00-12:00 all Follow-up discussion on Google’s Lamda model
SUMMER BREAK
2 Sept 2022 Fri 10:00-11:00 Felix conference talk
29 Oct 2022 Fri 10:00-11:00 Tra research update
11 Nov 2022 Fri 10:00-11:00 Nicola research update
16 Nov 2022 Wed 15:00-16:00 all review of conference papers
2 Dec 2022 Fri 10:00-11:00 all brainstorming ideas
9 Dec 2022 Fri 10:00-11:00 Marilu research proposal
9 Feb 2023 Thurs 12:00-13:00 Samareen research update
15 Feb 2023 Wed 14:00-15:00 Bastiaan research update
1 Mar 2023 Wed 14:00-15:00 Marilu research update
8 Mar 2023 Wed 14:00-15:00 Max Mozes et al., 2023, Towards Agile Text Classifiers for Everyone and Mozes et al., 2023, Gradient-Based Automated Iterative Recovery for Parameter-Efficient Tuning
15 Mar 2023 Wed 14:00-15:00 Rasoul research update
22 Mar 2023 Wed 14:00-15:00 all general discussion
2 May 2023 Tues 15:00-16:00 all paper discussion: Togelius & Yannakakis, 2023, Choose Your Weapon: Survival Strategies for Depressed AI Academics
16 May 2023 Tues 15:00-16:30 all mock viva Felix
6 June 2023 Tues 15:00-16:00 Marilu research update
13 June 2023 Tues 10:00-11:00 Biniyam research update and talk prep.

Alumni

This list contains some alumni since 2018. Projects from 2015-2018 are not listed.

Name Role Topic Moved on to
Samareen Zubair MSc intern researcher’s degrees of freedom in text pre-processing /
Tra Le MSc intern assessing the effect of peer-review with NLP methods /
Gaspar Lukacs Postdoc tidystats project Postdoc at Uni Konstanz
Luisa Kindermann BSc thesis semantic change networks at the individual level /
Isabelle van der Vegt PhD student linguistic threat assessment Assistant Prof. at Utrecht University
Teng Si Lam MSc intern explanatory modelling of emotional coping in the pandemic /
Florette Witzel BSc intern adversarial attacks on face recognition systems BSc intern at UCL
Josh Kamps PhD student cryptocurrency-related fraud /
Meltem Ergün BSc thesis sample size estimation for supervised learning research intern
Jan Ohlenmacher MSc intern using text data to learn about writer personality /
Ema Mauko BSc thesis interplay of toxicity in video content and user comments on YT Imperial College London
Sammie Kwong BSc thesis experimental induction of anger for ground truth text datasets JP Morgan
Ana Wilmer BSc thesis extreme adopters in a far-right online community Imperial College London
Tom Kay MSc thesis a data-driven approach to detecting aggression in music lyrics Intelligence analyst
Xuejiao Tian MSc thesis examining Corona-related hate speech on YT
Antonis Anagnostou MSc thesis a cross-domain mega classifier for targeted hate speech detection Microsoft
Vlad Pasca BSc thesis analysing linguistic features of perturbed emails from an adversarial attack Data Scientist at UK Ministry of Justice
Satoshi Takemoto BSc thesis quantitative text analysis to study organised crime in Japan Own company
Barbara Balogoun MSc thesis understanding the behavioural patterns of clickbait on YT Intelligence analyst
Lily Greenhalgh MSc thesis analysing non-sexually explicity imagery in eliciting sexual comments online National Crime Agency
Lauren Abrahams MSc thesis disentangling types of human trafficking Intelligence analyst
Aliai Eusebi BSc thesis a network approach to understanding financial secrecy around development funds PhD student at UCL

Joining

Have a look at the current members and their work. Reach out to them directly or send an email to Bennett for joining the group for a research project.