Ioannis Konstas

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech and dialogue systems, Semantic Web and Ontologies

Most-Cited Works

• → Summarizing Source Code using a Neural Attention Model(2016)715 cited
• → On social networks and collaborative recommendation(2009)606 cited
• Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL(2014)
• → Categorising social tags to improve folksonomy-based recommendations(2010)126 cited
• Unsupervised Concept-to-text Generation with Hypergraphs(2012)
• → Using facial expressions and peripheral physiological signals as implicit indicators of topical relevance(2009)75 cited
• → A Global Model for Concept-to-Text Generation(2013)74 cited
• Concept-to-text Generation via Discriminative Reranking(2012)
• → Automatically Detecting and Attributing Indirect Quotations(2013)64 cited
• → Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity(2018)64 cited