Dr Inventor





  • Dong, Feng; O'Donoghue, Diarmuid P.; Ersotelos, Nikolaos; Wu, Shaopeng; Saggion, Horacio; Ronzano, Francesco; Corcho, Oscar; Hurley, Donny; Abgaz, Yalemisew; Zhang, Jian J; Chaudhry, Ehtzaz; Yang, Xiao S; Wei, Hui; Deng, Zhikun; Mahdian, Babak; Careil, Jean-Michel. Dr. Inventor, Promoting Scientific Creativity by Utilising Web-based Research Objects:Impact, Number 2, February 2017, pp. 40-44
  • Yalemisew Abgaz, Diarmuid O'Donoghue, Donny Hurley, Chaudhry, Ehtzaz; Zhang, Jian J. Evaluation of Analogical Inferences Formed from Automatically Generated Representations of Scientific Publications. in International Conference on Computational Creativity (ICCC) 2017


  • Yalemisew Abgaz, Diarmuid O'Donoghue, Dmitry Smorodinnikov, Donny Hurley. Evaluation of Analogical Inferences Formed from Automatically Generated Representations of Scientific Publications. Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, September 2016. 
  • Yalemisew Abgaz, Diarmuid O'Donoghue, Donny Hurley, Horacio Saggion, Francesco Ronzano and Dmitry Smorodinnikov. Embedding a Creativity Support Tool within Computer Graphics Research. MRC 2016: Eights International Workshop on Modelling and Reasoning in Context -August 30, 2016. At ECAI 2016 in The Hague, Netherlands. 
  • Donny Hurley, Yalemisew Abgaz, Hager Ali and Diarmuid O'Donoghue. Expert and Corpus-Based Evaluation of a 3-Space Model of Conceptual Blending. EGPAI 2016: Evaluating General Purpose AI workshop. August 30 at ECAI 2016 in The Hague, Netherlands 
  • Donny Hurley, Diarmuid O'Donoghue and Yalemisew Abgaz. Generating Lexico-Semantic Graphs for Novel Analogies between Computer Graphics Publications using Dr Inventor. UK-CLC 2016: 6th UK Cognitive Linguistics Conference held on July 18-21, 2016 in Bangor (Gwynedd) 
  • Fisas, B., Ronzano, F. and Saggion, H., 2016. A multi-layered annotated corpus of scientific papers. In Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016). European Language Resources Association (ELRA), Paris, France (may 2016).
  • Ronzano, F. and Saggion, H., 2016. Knowledge extraction and modeling from scientific publications. In the Proceedings of the Workshop “Semantics, Analytics, Visualisation: Enhancing Scholarly Data” co-located with the 25th International World Wide Web Conference, Montreal, Canada.
  • Ronzano, F., Freire, A., Saez-Trumper, D. and Saggion, H., 2016. Making Sense of Massive Amounts of Scientific Publications: the Scientific Knowledge Miner Project. In BIRNDL@ JCDL (pp. 36-41).
  • Saggion, H., Ahmed AbuRa'ed and Ronzano, F., 2016. Trainable Citation-enhanced Summarization of Scientific Articles. In BIRNDL@ JCDL (pp. 175-186).
  • Saggion, H. and Ronzano, F., 2016. An empirical assessment of citation information in scientific summarization. In Métais E, Meziane F, Saraee M, Sugumaran V, Vadera S, editors. Natural language processing and information systems. 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016; 2016 June 22-24; Salford (UK). Switzerland: Springer; 2016. p. 318-25. Springer.
  • Espinosa-Anke, L., Saggion, H., Ronzano, F. and Navigli, R., 2016, February. Extasem! extending, taxonomizing and semantifying domain terminologies. In Proceedings of the 30th Conference on Artificial Intelligence (AAAI’16).
  • Espinosa-Anke, L., Camacho-Collados, J., Bovi, C.D. and Saggion, H., 2016. Supervised distributional hypernym discovery via domain adaptation. In Proceedings of EMNLP.
  • Francesco Ronzano; Ahmed Abura'ed; Luis Espinosa Anke; Horacio Saggion, TALN at SemEval-2016, Task 11: Modelling Complex Words by Contextual, Lexical and Semantic Features. Proceedings of SemEval 2016, pp. 1011-1016.
  • Espinosa-Anke, L., Saggion, H. and Ronzano, F., 2016. TALN at SemEval-2016 Task 14: Semantic Taxonomy Enrichment Via Sense-Based Embeddings. Proceedings of SemEval, pp.1332-1336.
  • Codina-Filbà, J., Bouayad-Agha, N., Burga, A., Casamayor, G., Mille, S., Müller, A., Saggion, H. and Wanner, L., 2017. Using genre-specific features for patent summaries. Information Processing & Management, 53(1), pp.151-174.
  • Y. Zhao, H. Wei, S. Wu, Z. Deng, F. Parvinzamir, S. Wilson, F. Dong, G. Clapworthy , E. Liu, Topic-enabled Visual Citation Tracing with Improved Term Weight to Facilitate Scientific Literature Retrieval, CCIS, Springer
  • Y. Zhao, F. Parvinzamir, S. Wilson, H. Wei, Z. Deng, N. Portokallidis, A. Third, G. Drosatos, E. Liu, F. Dong, V. Marozas, A. Lukosevicius, E.Kaldoudi, and G. Clapworthy, Integrated Visualisation of Wearable Sensor Data and Risk Models for Individualised Health Monitoring and Risk Assessment to Promote Patient Empowerment, Journal of Visualisation
  • H. Wei, Y. Zhao, S. Wu, Z. Deng, F. Parvinzamir, F. Dong, E. Liu, G. Clapworthy, Management of Scientific Documents and Visualization of Citation Relationships using Weighted Key Scientific Terms. In the Proceedings of the 5th International Conference on Data Management Technologies and Applications DATA 2016. pp. 135-143, Lisbon, Portugal, 24-26 July 2016
  • H. Wei, S. Wu, Y. Zhao, Z. Deng, N. Ersotelos, F. Parvinzamir, B. Liu, E. Liu, F. Dong: Data Mining, Management and Visualization in Large Scientific Corpuses. Edutainment 2016:371-379, Hangzhou, China,  April 14-16, 2016


  • Diarmuid P. O'Donoghue, Yalemisew Abgaz, Donny Hurley, Francesco Ronzano, Horacio Saggion. Stimulating and Simulating Creativity with Dr Inventor.International Conference on Computational Creativity (ICCC), Park City, Utah, USA, pp 220-227, July 2015. 
  • Donny Hurley, Yalemisew Abgaz, Diarmuid P. O'Donoghue Dr Inventor-a big data approach to eDiscovery. October, 2015. Computer Science Department, Maynooth University, Co. Kildare, Ireland. 
  • Ronzano, F., & Saggion, H. Dr. Inventor Framework: Extracting Structured Information from Scientific Publications. In Discovery Science (pp. 209-220). Springer International Publishing. 2015.
  • Fisas, B., Ronzano, F., & Saggion, H. On the Discoursive Structure of Computer Graphics Research Papers. In The 9th Linguistic Annotation Workshop held in conjuncion with NAACL 2015 (p. 42). 2015.
  • Ronzano, F., Fisas, B., del Bosque, G. C., & Saggion, H. On the automated generation of scholarly publishing Linked Datasets: the case of CEUR-WS Proceedings. In Semantic Web Evaluation Challenges (pp. 177-188). Springer International Publishing. 2015.
  • Espinosa-Anke, L., Ronzano, F. and Saggion, H., 2015. Weakly supervised definition extraction. In Angelova G, Bontcheva K, Mitkov R, editors. International Conference on Recent Advances in Natural Language Processing 2015 (RANLP 2015); 2015 Sept 7-9; Hissar, Bulgaria. Stroudsburg: ACL (Association for Computational Linguistics); 2015. p. 176-85.. ACL (Association for Computational Linguistics).
  • Giraldo, O.L., Castro, A.G., Corcho, Ó. and Figueredo, J., 2015. Using Semantics and NLP in Experimental Protocols. In SWAT4LS (pp. 132-141).
  • Giraldo, O.L., Castro, A.G. and Corcho, O., 2015. Using Semantics and NLP in the SMART Protocols Repository. In ICBO.


  • D.P. O'Donoghue, R. Monahan, D. Grijincu, M. Pitu, F. Halim, F. Rahman, Y. Abgaz and D. Hurley. Creating Formal Specifications with Analogical Reasoning. in Computational Creativity, Concept Invention and General Intelligence Workshop (C3GI) at ECAI 2014, Prague, Czech Republic 2014 
  • Diarmuid P. O'Donoghue, James Power, Sian O’Briain, Feng Dong, Aidan Mooney, Donny Hurley, Yalemisew Abgaz, Charles Markham Can a Computationally Creative System Create Itself? Creative Artefacts and Creative Processes., in International Conference on Computational Creativity (ICCC), Ljubljana, Slovenia 2014 
  • D.P. O’Donoghue, H Saggion, F. Dong, D. Hurley, Y. Abgaz, X. Zheng, O. Corcho, J.J. Zhang, J-M Careil, B. Mahdian, X. Zhao Towards Dr Inventor: A Tool for Promoting Scientific Creativity. in International Conference on Computational Creativity (ICCC) - Late Breaking Paper, Ljubljana, Slovenia 2014 
  • H. Saggion: Creating Summarization Systems with SUMMA, In Language Resources and Evaluation Conference, Reykjavík, Iceland 2014
  • L. Espinosa-Anke, H. Saggion: Applying Dependency Relations to Definition Extraction in Natural Language Processing and Information Systems, Lecture Notes in Computer Science, Volume 8455, pp 63-74, 2014
  • F. Ronzano, GC del Bosque, H. Saggion: Semantify CEUR-WS Proceedings: towards the automatic generation of highly descriptive scholarly publishing Linked Datasets, In Extended Semantic Web Conference, Crete, Greece 2014
  • Almudena Ruiz Iniesta and Oscar Corcho: A review of ontologies for describing scholarly and scientific document, in Proceedings of the 4th Workshop on Semantic Publishing co-located with the 11th Extended Semantic Web 2014



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This research project receives funding from the European Commission’s Seventh Framework Programme.
Activity ICT (FP7-ICT-2013.8.1), Grant agreement no: 611383.

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