Dimitris Gkoumas

28 papers A* 5Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation.
ACL (1)
Dimitris Gkoumas, Maria Liakata
2024 J jnl
A longitudinal multi-modal dataset for dementia monitoring and diagnosis.
Lang. Resour. Evaluation
Dimitris Gkoumas, Bo Wang, Adam Tsakalidis, Maria Wolters, Matthew Purver, Arkaitz Zubiaga, Maria Liakata
2024 J jnl
ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation.
CoRR
Dimitris Gkoumas
2024 — conf
Common European Language Data Space.
LREC/COLING
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
2024 J jnl
Feedback-aligned Mixed LLMs for Machine Language-Molecule Translation.
CoRR
Dimitris Gkoumas, Maria Liakata
2023 A* conf
A Digital Language Coherence Marker for Monitoring Dementia.
EMNLP
Dimitris Gkoumas, Adam Tsakalidis, Maria Liakata
2023 J jnl
A Digital Language Coherence Marker for Monitoring Dementia.
CoRR
Dimitris Gkoumas, Adam Tsakalidis, Maria Liakata
2023 A* conf
Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia.
EMNLP
Dimitris Gkoumas, Matthew Purver, Maria Liakata
2023 J jnl
Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia.
CoRR
Dimitris Gkoumas, Matthew Purver, Maria Liakata
2021 J jnl
A Longitudinal Multi-modal Dataset for Dementia Monitoring and Diagnosis.
CoRR
Dimitris Gkoumas, Bo Wang, Adam Tsakalidis, Maria Wolters, Arkaitz Zubiaga, Matthew Purver, Maria Liakata
2021 J jnl
A Survey of Quantum Theory Inspired Approaches to Information Retrieval.
ACM Comput. Surv.
Sagar Uprety, Dimitris Gkoumas, Dawei Song
2021 A* conf
An Entanglement-driven Fusion Neural Network for Video Sentiment Analysis.
IJCAI
Dimitris Gkoumas, Qiuchi Li, Yijun Yu, Dawei Song
2021 — conf
European Language Grid: A Joint Platform for the European Language Technology Community.
EACL (System Demonstrations)
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, Miltos Deligiannis, Katerina Gkirtzou, Athanasia Kolovou, Dimitris Gkoumas, Leon Voukoutis, Ian Roberts, Jana Hamrlová, Dusan Varis, Lukás Kacena, Khalid Choukri, Valérie Mapelli, Mickaël Rigault, Julija Melnika, Miroslav Jánosík, Katja Prinz, Andrés García-Silva, Cristian Berrio, Ondrej Klejch, Steve Renals
2021 A* conf
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis.
AAAI
Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song
2021 J jnl
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis.
CoRR
Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song
2021 — —
Quantum cognitively motivated context-aware multimodal representation learning for human language analysis
Dimitris Gkoumas
2021 J jnl
Quantum-inspired Multimodal Fusion for Video Sentiment Analysis.
CoRR
Qiuchi Li, Dimitris Gkoumas, Christina Lioma, Massimo Melucci
2021 A* conf
Quantum-inspired Neural Network for Conversational Emotion Recognition.
AAAI
Qiuchi Li, Dimitris Gkoumas, Alessandro Sordoni, Jian-Yun Nie, Massimo Melucci
2021 J jnl
Quantum-inspired multimodal fusion for video sentiment analysis.
Inf. Fusion
Qiuchi Li, Dimitris Gkoumas, Christina Lioma, Massimo Melucci
2021 J jnl
What makes the difference? An empirical comparison of fusion strategies for multimodal language analysis.
Inf. Fusion
Dimitris Gkoumas, Qiuchi Li, Christina Lioma, Yijun Yu, Dawei Song
2020 J jnl
A Survey of Quantum Theory Inspired Approaches to Information Retrieval.
CoRR
Sagar Uprety, Dimitris Gkoumas, Dawei Song
2020 — conf
Verbal Aggression as an Indicator of Xenophobic Attitudes in Greek Twitter during and after the Financial Crisis.
LR4SSHOC@LREC
Maria Pontiki, Maria Gavriilidou, Dimitris Gkoumas, Stelios Piperidis
2018 J jnl
Exploiting "Quantum-like Interference" in Decision Fusion for Ranking Multimodal Documents.
CoRR
Dimitris Gkoumas, Dawei Song
2018 — conf
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval.
QI
Sagar Uprety, Dimitris Gkoumas, Dawei Song
2018 J jnl
Investigating Bell Inequalities for Multidimensional Relevance Judgments in Information Retrieval.
CoRR
Sagar Uprety, Dimitris Gkoumas, Dawei Song
2018 — conf
Investigating Non-classical Correlations Between Decision Fused Multi-modal Documents.
QI
Dimitris Gkoumas, Sagar Uprety, Dawei Song
2018 J jnl
Investigating non-classical correlations between decision fused multi-modal documents.
CoRR
Dimitris Gkoumas, Sagar Uprety, Dawei Song
2017 — conf
Smart Cities in Stars: Food Perceptions and Beyond.
INSCI
Maria Pontiki, Panagiota Koltsida, Dimitris Gkoumas, Dimitris Pappas, Haris Papageorgiou, Eleni Toli, Yannis E. Ioannidis