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Dimitris Gkoumas
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2020 – today
- 2024
- [j4]Dimitris Gkoumas, Bo Wang, Adam Tsakalidis, Maria Wolters, Matthew Purver, Arkaitz Zubiaga, Maria Liakata:
A longitudinal multi-modal dataset for dementia monitoring and diagnosis. Lang. Resour. Evaluation 58(3): 883-902 (2024) - [c11]Georg Rehm, Stelios Piperidis, Khalid Choukri, Andrejs Vasiljevs, Katrin Marheinecke, Victoria Arranz, Aivars Berzins, Miltos Deligiannis, Dimitris Galanis, Maria Giagkou, Katerina Gkirtzou, Dimitris Gkoumas, Annika Grützner-Zahn
, Athanasia Kolovou, Penny Labropoulou, Andis Lagzdins, Elena Leitner, Valérie Mapelli, Hélène Mazo, Simon Ostermann, Stefania Racioppa, Mickaël Rigault, Leon Voukoutis:
Common European Language Data Space. LREC/COLING 2024: 3579-3586 - [i11]Dimitris Gkoumas:
ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation. CoRR abs/2405.08619 (2024) - [i10]Dimitris Gkoumas, Maria Liakata:
Feedback-aligned Mixed LLMs for Machine Language-Molecule Translation. CoRR abs/2405.13984 (2024) - 2023
- [c10]Dimitris Gkoumas, Matthew Purver
Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia. EMNLP 2023: 15904-15917 - [c9]Dimitris Gkoumas, Adam Tsakalidis, Maria Liakata:
A Digital Language Coherence Marker for Monitoring Dementia. EMNLP 2023: 16021-16034 - [i9]Dimitris Gkoumas, Adam Tsakalidis, Maria Liakata:
A Digital Language Coherence Marker for Monitoring Dementia. CoRR abs/2310.09623 (2023) - [i8]Dimitris Gkoumas, Matthew Purver, Maria Liakata:
Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia. CoRR abs/2310.09897 (2023) - 2021
- [b1]Dimitris Gkoumas:
Quantum cognitively motivated context-aware multimodal representation learning for human language analysis. Open University, UK, 2021 - [j3]Sagar Uprety
A Survey of Quantum Theory Inspired Approaches to Information Retrieval. ACM Comput. Surv. 53(5): 98:1-98:39 (2021) - [j2]Qiuchi Li
Quantum-inspired multimodal fusion for video sentiment analysis. Inf. Fusion 65: 58-71 (2021) - [j1]Dimitris Gkoumas
What makes the difference? An empirical comparison of fusion strategies for multimodal language analysis. Inf. Fusion 66: 184-197 (2021) - [c8]Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song:
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis. AAAI 2021: 827-835 - [c7]Qiuchi Li, Dimitris Gkoumas, Alessandro Sordoni, Jian-Yun Nie, Massimo Melucci:
Quantum-inspired Neural Network for Conversational Emotion Recognition. AAAI 2021: 13270-13278 - [c6]Georg Rehm, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Victoria Arranz, Andrejs Vasiljevs, Gerhard Backfried, José Manuél Gómez-Pérez, Ulrich Germann, Rémi Calizzano, Nils Feldhus, Stefanie Hegele, Florian Kintzel, Katrin Marheinecke, Julián Moreno Schneider, Dimitris Galanis, Penny Labropoulou
European Language Grid: A Joint Platform for the European Language Technology Community. EACL (System Demonstrations) 2021: 221-230 - [c5]Dimitris Gkoumas
An Entanglement-driven Fusion Neural Network for Video Sentiment Analysis. IJCAI 2021: 1736-1742 - [i7]Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song:
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis. CoRR abs/2101.04406 (2021) - [i6]Qiuchi Li, Dimitris Gkoumas, Christina Lioma, Massimo Melucci:
Quantum-inspired Multimodal Fusion for Video Sentiment Analysis. CoRR abs/2103.10572 (2021) - [i5]Dimitris Gkoumas, Bo Wang, Adam Tsakalidis, Maria Wolters, Arkaitz Zubiaga, Matthew Purver, Maria Liakata:
A Longitudinal Multi-modal Dataset for Dementia Monitoring and Diagnosis. CoRR abs/2109.01537 (2021) - 2020
- [c4]Maria Pontiki, Maria Gavriilidou, Dimitris Gkoumas, Stelios Piperidis:
Verbal Aggression as an Indicator of Xenophobic Attitudes in Greek Twitter during and after the Financial Crisis. LR4SSHOC@LREC 2020: 19-26 - [i4]Sagar Uprety, Dimitris Gkoumas, Dawei Song:
A Survey of Quantum Theory Inspired Approaches to Information Retrieval. CoRR abs/2007.04357 (2020)
2010 – 2019
- 2018
- [c3]Dimitris Gkoumas
Investigating Non-classical Correlations Between Decision Fused Multi-modal Documents. QI 2018: 163-176 - [c2]Sagar Uprety
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval. QI 2018: 177-188 - [i3]Dimitris Gkoumas, Sagar Uprety, Dawei Song:
Investigating non-classical correlations between decision fused multi-modal documents. CoRR abs/1810.11303 (2018) - [i2]Sagar Uprety, Dimitris Gkoumas, Dawei Song:
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval. CoRR abs/1811.06645 (2018) - [i1]Dimitris Gkoumas, Dawei Song:
Exploiting "Quantum-like Interference" in Decision Fusion for Ranking Multimodal Documents. CoRR abs/1811.11422 (2018) - 2017
- [c1]Maria Pontiki
Smart Cities in Stars: Food Perceptions and Beyond. INSCI 2017: 174-183
Coauthor Index
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