Publications
- Evaluation of Foundation Models on Timbre Cognition Tasks
DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London (Bush House). London, UK 16 Dec 2025.
15-12-2025 - Modelling Pitch Expectation in Melody: A Comparison of Variable-Order Markov and Transformer-Based Approaches
DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London (Bush House). London, UK 16 Dec 2025.
15-12-2025 - Towards Real-Time, Stable Mapping from Multimodal Sensing to Interpretable Timbre Axes
DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London (Bush House). London, UK 16 Dec 2025.
15-12-2025 - “AudibleLight (RC): A Controllable, End-to-End API for Soundscape Synthesis Across Ray-Traced & Real-World Measured Acoustics”
DMRN+20 Digital Music Research Network One-day Workshop 2025 King’s College London, Bush House, London UK 16 Dec 2025.
15-12-2025 - Evaluating Multimodal Large Language Models on Core Music Perception Tasks
Carone B Roman Guzman I Ripollés P
39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: AI for Music.
07-12-2025 - MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
Ma Z Ma Y Zhu Y Yang C Chao Y-W Xu R Chen W Chen Y et al.
The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025) 2 Dec 2025 - 7 Dec 2025.
02-12-2025 - OmniBench: Towards The Future of Universal Omni-Language Models
Li Y Ma Y Ma Y Yuan R Zhu K Guo H Liang Y Liu J et al.
The Thirty-Ninth Annual Conference on Neural Information Processing Systems. (NeurIPS 2025) 2 Dec 2025 - 7 Dec 2025.
02-12-2025 - Network rewiring conserves the topology of drought-impaired food webs
Ma A Kratina P Ledger M O’Gorman E
Communications Biology, Nature Research
24-11-2025 - A rapid evidence review of evaluation techniques for large language models in legal use cases: trends, gaps, and recommendations for future research
Kelsall J Tan X Bergin A Chen J Waheed M Sorell T Procter R Liakata M et al.
AI & Society, Springer Nature, 1-19.
21-11-2025 - Estranged Predictions: Measuring Semantic Category Disruption with Masked Language Modelling
Liu Y Dubossarsky H Ahnert R
Computational Humanities Research 2025 Luxembourg 9 Dec 2025 - 12 Dec 2025.
21-11-2025 - Discovery, Interruption, and Updating of Auditory Regularities in Memory: Evidence from Low-Frequency Brain Dynamics in Human MEG
Bianco R Magami K Pearce M Chait M
Journal of Neuroscience, Society For Neuroscience vol. 46 (2)
20-11-2025 - A framework for semantics-based situational awareness during mobile robot deployments
Ruan T Ramesh A Wang H Johnstone-Morfoisse A Altindal G Norman P Nikolaou G Stolkin R et al.
Frontiers in Robotics and AI, Frontiers vol. 12
19-11-2025 - Velocity2DMs: A contextual modeling approach to dynamics marking prediction in piano performance
Kim H Benetos E Serra X
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers vol. 32
17-11-2025 - Extreme Multi-Label Text Classification for Less-Represented Languages and Low-Resource Environments: Advances and Lessons Learned
Ivačič N Škrlj B Koloski B Pollak S Lavrač N Purver M
Machine Learning and Knowledge Extraction, Mdpi vol. 7 (4)
11-11-2025 - EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling
Shen L Cai X Long Y Razzak I Chen G Jameel S
Proceedings of the 34th ACM International Conference on Information and Knowledge Management., 2577-2587.
10-11-2025 - Game on! Enhancing Learner Engagement in Large Computer Science Classes Using Gamification
2025 IEEE Frontiers in Education Conference (FIE). vol. 00, 1-8.
05-11-2025 - Neuro-symbolic Models of AI
Lappin S
Journal of Applied Logics, College Publications vol. 12 (6)
05-11-2025 - Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
Long Y
the 2025 Conference on Empirical Methods in Natural Language Processing Suzhou, China 4 Nov 2025 - 9 Nov 2025., 17694-17711.
04-11-2025 - Exploring the acceptability of remote care for people with psychotic disorders in the community: practical challenges and desired features
Abdel-Halim N Kuhn R Bourdin S Healey P Bird V McNamee P
Frontiers in Psychiatry, Frontiers vol. 16
03-11-2025 - Referential ambiguity and clarification requests: comparing human and LLM behaviour
Madge C Purver M Poesio M
Eighth Workshop on Computational Models of Reference, Anaphora and Coreference.
01-11-2025 - The Effect of Previously Encountered Sensory Information on Neural Representations of Predictability: Evidence From Human EEG
Magami K Bianco R Hall E Pearce M Chait M
European Journal of Neuroscience, Wiley vol. 62 (10)
01-11-2025 - Data Matters Most: Auditing Social Bias in Contrastive Vision Language Models
Sahili ZA Patras I Purver M
Transactions on Machine Learning Research
26-10-2025 - Evaluating Foundation Models on Timbre-Related Cognitive Tasks
Velissaridis G Athwal R Musharaf M Fazekas G Saitis C
1st Workshop on Large Language Models for Music & Audio (LLM4MA).
20-10-2025 - A Platform for Experimenting with Non-Verbal Communication: Inserting facial displays of misunderstanding into live conversations.
Cullen E Clarke K Majid L Voller A Healey P
Companion Proceedings of the 27th International Conference on Multimodal Interaction., 42-47.
12-10-2025 - Latent Acoustic Mapping for Direction of Arrival Estimation: A Self-Supervised Approach
Roman A Roman I Bello J
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).
12-10-2025 - RUMAA: Repeat-Aware Unified Music Audio Analysis for Score-Performance Alignment, Transcription, and Mistake Detection
Chang SK Dixon S Benetos E
2025 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2025) Granlibakken Tahoe, Toahoe City, CA 12 Oct 2025 - 15 Oct 2025.
12-10-2025 - Talking-to-Build: How LLM-Assisted Interface Shapes Player Performance and Experience in Minecraft
Sun X Wang L Li Y Li J Poesio M Frommel J Hindriks K Pei J
Proceedings of the 27th International Conference on Multimodal Interaction., 682-692.
12-10-2025 - Style Matters: Exploring the Role of Art Style in AI-Generated Images on Engagement in a Gamified Text Labelling Interface
Althani F Madge C Poesio M
Proceedings of the 16th Biannual Conference of the Italian SIGCHI Chapter., 1-12.
06-10-2025 - A Survey of Coreference and Zeros Resolution for Arabic
Aloraini A Yu J Aliady W Poesio M
Acm Transactions on Asian and Low-Resource Language Information Processing, Association For Computing Machinery (Acm) vol. 24 (10), 1-24.
29-09-2025 - CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following
Ma Y Li S Yu J Benetos E Maezawa A
26th International Society for Music Information Retrieval Conference (ISMIR) Daejeon, Korea 21 Sep 2025 - 25 Sep 2025.
21-09-2025 - Perceptual errors in music source separation: looking beyond SDR averages
Sarkar S Moomjian V Woods B Benetos E Sandler M
26th International Society for Music Information Retrieval Conference (ISMIR) Daejeon, Korea 21 Sep 2025 - 25 Sep 2025.
21-09-2025 - Refining music sample identification with a self-supervised graph neural network
Bhattacharjee A Meresman Higgs I Sandler M Benetos E
26th International Society for Music Information Retrieval Conference (ISMIR 2025) Daejeon, Korea 21 Sep 2025 - 25 Sep 2025.
21-09-2025 - Universal Music Representations? Evaluating Foundation Models on World Music Corpora
Papaioannou C Benetos E Potamianos A
26th International Society for Music Information Retrieval Conference (ISMIR) Daejeon, Korea 21 Sep 2025 - 25 Sep 2025.
21-09-2025 - Vibe Sorcery: Integrating Emotion Recognition with Generative Music for Playlist Curation
Urrego-Gómez I Colton S Roman I
International Society for Music Information Retrieval: 1st Workshop on Large Language Models for Music & Audio (LLM4MA).
20-09-2025 - The Deep Learning Revolution in AI
Lappin S
European Review, Cambridge University Press vol. 10, 1-10.
18-09-2025 - FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
Sahili ZA Patras I Purver M
Findings of the ACL: EMNLP 2025.
12-09-2025 - Decoding Melodic Acoustic Features from Neural Data
Bozilovic Z Roman I
AES International Conference on Artificial Intelligence and Machine Learning for Audio.
08-09-2025 - How Task Complexity Moderates the Impact of AI-Generated Images on User Experience in Gamified Text Labelling
Althani F Madge C Poesio M
2025 IEEE Conference on Games (CoG). vol. 00, 1-8.
29-08-2025 - Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds
Chang A Li Y Roman I Poeppel D
Interspeech.
17-08-2025 - Combining Recurrent & Bayesian Models for Action Anticipation with Multiple Cues
Zimokha M Jamone L Roman I
Cognitive Computational Neuroscience.
12-08-2025 - Toward Affective Empathy in AI: Encoding Internal Representations of “Artificial Pain”
Wang A Roman I
Cognitive Computational Neuroscience.
12-08-2025 - Coreference as an Indicator of Context Scope in Multimodal Narrative
Ilinykh N Lappin S Sayeed A Loáiciga S
), Coreference as an Indicator of Context Scope in Multimodal Narrative, Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM² 2025), ACL Vienna, Austria 1 Aug 2025., 789-80719.
01-08-2025 - Avatars vs. Video Presence: Effects of Instructor Presence on Cognitive Load in Video-Based Learning
Nugroho YS Bourguet M-L Soyel H Mareschal I
The Electronic Journal of E-Learning, Academic Conferences International Ltd vol. 23 (3), 79-91.
30-07-2025 - Enhancing Lyrics Transcription on Music Mixtures with Consistency Loss
Huang J Sousa F Demirel E Benetos E Gadelha I
Interspeech 2025 Rotterdam, The Netherlands 17 Aug 2025 - 21 Aug 2025.
17-07-2025 - Bias in Language Models: Interplay of Architecture and Data?
Talebpour M Long Y De Herrera AGS Jameel S
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval., 2637-2641.
13-07-2025 - Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection
2025 International Joint Conference on Neural Networks (IJCNN). vol. 00, 1-8.
05-07-2025 - Domestic Cultures of Plant Care: A Moss Terrarium Probe
Ben-Meir NB Healey PGT Deterding S
Proceedings of the 2025 ACM Designing Interactive Systems Conference., 1530-1548.
04-07-2025 - Negotiating shared understanding: Coding repair in social interaction
Healey PGT Hough J vom Lehn D Özkan EE McCabe R
Research on Language and Social Interaction, Taylor & Francis vol. 58 (3), 281-302.
03-07-2025 - Zero-shot cross-lingual stance detection via adversarial language adaptation
A B Zubiaga A
Peerj Computer Science, Peerj vol. 11
03-07-2025 - ALPET: Active few-shot learning for citation worthiness detection in low-resource Wikipedia languages
Halitaj A Zubiaga A
Expert Systems With Applications, Elsevier vol. 281
01-07-2025 - Cross-target stance detection: A survey of techniques, datasets, and challenges
Khiabani PJ Zubiaga A
Expert Systems With Applications, Elsevier vol. 283
01-07-2025 - Predicting Moral Values in Lyrics Through Audio
Saitis C Heyderman B Preniqi V Kalimeri K Pauwels J
IEEE International Conference on Content-Based Multimedia Indexing.
01-07-2025 - Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks
Plachouras C Guinot J Fazekas G Quinton E Benetos E Pauwels J
International Joint Conference on Neural Networks (IJCNN) Rome, Italy 30 Jun 2025 - 5 Jul 2025.
30-06-2025 - (De)Constructing Timbre at NIME: Reflecting on Technology and Aesthetic Entanglements in Instrument Design
Saitis C Reed CN Noel-Hirst A Lepri G Mcpherson A
International Conference on New Interfaces for Musical Expression.
24-06-2025 - Understanding the Artificial Intelligence Revolution: Between Catastrophe and Utopia
Lappin S
16-06-2025 - Irony Detection, Reasoning, and Understanding in Zero-Shot Learning
Yi P Xia Y Long Y
IEEE Transactions on Artificial Intelligence, Institute of Electrical and Electronics Engineers (IEEE) vol. 7 (2), 740-754.
13-06-2025 - Detecting harassment and defamation in cyberbullying with emotion-adaptive training
Yi P Zubiaga A Long Y
Proceedings of the International Conference on Web and Social Media.
07-06-2025 - Perception of Thematic Structure in Music Over Short and Long Timescales
Hall ETR Pearce MT
Music Perception An Interdisciplinary Journal, University of California Press vol. 43 (2), 105-132.
05-06-2025 - Understanding the effects of human-written paraphrases in LLM-generated text detection
Lau HT Zubiaga A
Natural Language Processing Journal, Elsevier vol. 11
01-06-2025 - Learning to Listen, Listening to Learn
Pearce MT
22-05-2025 - Resilience of science after austerity
Sun Y Ma A von Graevenitz G Latora V
Pnas Nexus, Oxford University Press (OUP) vol. 4 (6)
07-05-2025 - Persevering with Theory
Curzon P
Theory Into Practice Blog
04-05-2025 - Exploring Instructor Presence, Slide Content Variation, and Answer Cue Presentation Modes on Cognitive Load and Learning in Video-Based Learning Environments
Nugroho YS Bourguet M-L Soyel H Mareschal I
2025 IEEE Global Engineering Education Conference (EDUCON). vol. 00, 1-5.
25-04-2025 - Stimulating Critical Thinking in a Web Programming Module with Generative AI Tools
Naeem U Styve A Virkki OT
2025 IEEE Global Engineering Education Conference (EDUCON). vol. 00, 1-7.
25-04-2025 - A Dynamic Systems Approach to Modeling Human–Machine Rhythm Interaction
Yuan Z Van Ransbeeck W Wiggins GA Botteldooren D
IEEE Transactions on Cybernetics, Institute of Electrical and Electronics Engineers (IEEE) vol. 55 (5), 2052-2064.
23-04-2025 - Classical Data in Quantum Machine Learning Algorithms: Amplitude Encoding and the Relation Between Entropy and Linguistic Ambiguity
Eisinger J Gauderis W de Huybrecht L Wiggins GA
Entropy, Mdpi vol. 27 (4)
16-04-2025 - Acoustic identification of individual animals based on hierarchical contrastive learning
De Almeida Nolasco IS Stowell D Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025 - GraFPrint: A GNN-Based Approach for Audio Identification
Singh S Bhattacharjee A Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025 - Guitar-TECHS: An Electric Guitar Dataset Covering Techniques, Musical Excerpts, Chords and Scales Using a Diverse Array of Hardware
Pedroza H Abreu W Corey R Roman I
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025.
06-04-2025 - Learning Music Audio Representations With Limited Data
Plachouras C Benetos E Pauwels J
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025 - LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging
Singh S Benetos E Phan H Stowell D
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025 - Twenty-five years of MIR research: achievements, practices, evaluations, and future challenges
Peeters G Rafii Z Fuentes M Benetos E
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Hyderabad, India 6 Apr 2025 - 11 Apr 2025.
06-04-2025 - Musical neurodynamics
Harding EE Kim JC Demos A Roman I Tichko P
Nature Reviews Neuroscience, Nature Research
18-03-2025 - Evaluating Synthetic Data Generation from User Generated Text
Chim J Ive J Liakata M
Computational Linguistics, MIT Press vol. 51 (1), 191-233.
15-03-2025 - Perceptually-Guided Acoustic Foveation
Peng X Chen K Roman I
2025 IEEE Conference Virtual Reality and 3D User Interfaces (VR). vol. 00, 450-460.
12-03-2025 - Singing to speech conversion with generative flow
Huang J
Eurasip Journal on Audio, Speech, and Music Processing, Springeropen vol. 2025
10-03-2025 - Hybrid Losses for Hierarchical Embedding Learning
Tian H Lattner S McFee B Saitis C
2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025).
07-03-2025 - Explainable AI: definition and attributes of a good explanation for health AI
Kyrimi E McLachlan S Wohlgemut JM Perkins ZB Lagnado DA Marsh W
AI and Ethics, Springer Nature vol. 5 (4), 3883-3896.
04-03-2025 - Popularity Bias in Recommender Systems: The Search for Fairness in the Long Tail
Carnovalini F Rodà A Wiggins GA
Information, Mdpi vol. 16 (2)
19-02-2025 - A mini-review on mobile manipulators with Variable Autonomy
Contreras CA Rastegarpanah A Chiou M
Frontiers in Robotics and AI, Frontiers vol. 12
14-02-2025 - A Novel Generative Inverse Approach Towards Silicon-Based Nano-Photonic Power Splitter Design Generation
Akhter ME Moosa IM Islam S
IEEE Journal of Selected Topics in Quantum Electronics, Institute of Electrical and Electronics Engineers (IEEE) vol. 31 (3: AI/ML Integrated Opto-electronics), 1-8.
28-01-2025 - Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities
Liang J Liu X Wang W Plumbley M Phan H Benetos E
IEEE Transactions on Audio, Speech and Language Processing vol. 33, 949-961.
24-01-2025 - The ATTUNE model for Artificial Trust Towards Human Operators
Petousakis G Cangelosi A Stolkin R
IEEE International Conference on Systems, Man, and Cybernetics (SMC).
20-01-2025 - Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking
Pisarevskaya D Zubiaga A
Proceedings of the 31st International Conference on Computational Linguistics.
20-01-2025 - LC-Protonets: Multi-label Few-shot learning for world music audio tagging.
Papaioannou C Benetos E
IEEE Open Journal of Signal Processing, Institute of Electrical and Electronics Engineers vol. 6, 138-146.
13-01-2025 - A Computational Framework to Identify Self-Aspects in Text
Caporusso J Purver M Pollak S
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)., 725-739.
01-01-2025 - A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers
Karan VM McQuistin S Yanagida R Perkins C Tyson G Castro I Healey P Purver M
Proceedings International Conference on Computational Linguistics Coling., 11422-11427.
01-01-2025 - Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification
Findings of the Association for Computational Linguistics: ACL 2025., 20604-20628.
01-01-2025 - Assessing the Reliability of LLMs Annotations in the Context of Demographic Bias and Model Explanation
Mohammadi H Shahedi T Mosteiro P Poesio M Bagheri A Giachanou A
Proceedings of the 6th Workshop on Gender Bias in Natural Language Processing (GeBNLP)., 92-104.
01-01-2025 - Can LLMs Detect Ambiguous Plural Reference? An Analysis of Split-Antecedent and Mereological Reference
Proceedings of the 8th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP., 263-275.
01-01-2025 - Data Matters Most: Auditing Social Bias in Contrastive Vision–Language Models
Al Sahili Z Patras I Purver M
Transactions on Machine Learning Research vol. 2025-October
01-01-2025 - Design and Implementation of the Transparent, Interpretable, and Multimodal (TIM) AR Personal Assistant
McGowan E Rulff J Castelo S Wu G Chen S Roman IR Dias FF Qian J
IEEE Computer Graphics and Applications, Institute of Electrical and Electronics Engineers (IEEE) vol. 45 (1), 28-42.
01-01-2025 - Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly
Hosseini P Castro I Ghinassi I Purver M
Proceedings International Conference on Computational Linguistics Coling., 1880-1891.
01-01-2025 - FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models
Al Sahili Z Patras I Purver M
Findings of the Association for Computational Linguistics: EMNLP 2025., 792-816.
01-01-2025 - Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation
Gkoumas D Liakata M
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)., 2882-2902.
01-01-2025 - Leveraging sensory knowledge into Text-to-Text Transfer Transformer for enhanced emotion analysis
Zhao Q Xia Y Long Y Xu G Wang J
Information Processing & Management, Elsevier vol. 62 (1)
01-01-2025 - Low-Hallucination and Efficient Coreference Resolution with LLMs
Findings of the Association for Computational Linguistics: EMNLP 2025., 17243-17256.
01-01-2025 - Modeling Subjectivity in Cognitive Appraisal with Language Models
Findings of the Association for Computational Linguistics: EMNLP 2025., 13811-13833.
01-01-2025 - MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters
Panchendrarajan R Pérez RM Zubiaga A
Findings of the Association for Computational Linguistics: EMNLP 2025., 11203-11215.
01-01-2025 - Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines
Tseriotou T Chim J Klein A Shamir A Dvir G Ali I Kennedy C Singh Kohli G et al.
Proceedings of the 10th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2025)., 193-217.
01-01-2025 - Temporal reasoning for timeline summarisation in social media
Song J Akhter ME Atzil-Slonim D Liakata M
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)., 28085-28101.
01-01-2025 - Yin-Yang: Developing Motifs with Long-Term Structure and Controllability
Bhandari K Wiggins GA Colton S
Lecture Notes in Computer Science. vol. 15611, 1-17.
01-01-2025