The second Maria de Maeztu Strategic Research Program (CEX2021-001195-M) of the Department of Information and Communication Technologies (DTIC) takes place between 2023 and 2026. The website for this program is under construction. You can find some details in this news.
The first María de Maeztu Strategic Research Program (MDM-2015-0502) took place between January 2016 and June 2020. It was focused on data-driven knowledge extraction, boosting synergistic research initiatives across our different research areas.
Chiruzzo L, AbuRa’ed A, Bravo A, Saggion H. LaSTUS-TALN+INCO @ CL-SciSumm 2019. 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019)
Chiruzzo L, AbuRa’ed A, Bravo A, Saggion H. LaSTUS-TALN+INCO @ CL-SciSumm 2019. 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019)
In this paper we present several systems developed to participate in the 4th Computational Linguistics Scientific Document Summarization Shared challenge which addresses the problem of summarizing a scientific paper using information from its citation network (i.e., the papers that cite the given paper). Given a cluster of scientific documents where one is a reference paper (RP) and the remaining documents are papers citing the reference, two tasks are proposed: (i) to identify which sentences in the reference paper are being cited and why they are cited, and (ii) to produce a citation-based summary of the reference paper using the information in the cluster. Our systems are based on both supervised (LSTM and convolutional neural networks) and unsupervised techniques using word embedding representations and features computed from the linguistic and semantic analysis of the documents
Related Assets
Department of Information and Communication Technologies, UPF
Grant CEX2021-001195-M funded by MCIN/AEI /10.13039/501100011033
Department of Information and Communication Technologies, UPF
- Àngel Lozano - Scientific director
- Aurelio Ruiz - Program management