SegNSP: Revisiting Next Sentence Prediction for Linear Text Segmentation

Linear text segmentation is a long-standing problem in natural language processing (NLP), focused on dividing continuous text into coherent and semantically meaningful units. Despite its importance, the task remains challenging due to the complexity of defining topic boundaries, the variability in discourse structure, and the need to balance local coherence with global context. These difficulties hinder downstream applications such as summarization, information retrieval, and question answeri...

VotIE: Information Extraction from Meeting Minutes

Municipal meeting minutes record key decisions in local democratic processes. Unlike parliamentary proceedings, which typically adhere to standardized formats, they encode voting outcomes in highly heterogeneous, free-form narrative text that varies widely across municipalities, posing significant challenges for automated extraction. In this paper, we introduce VotIE (Voting Information Extraction), a new information extraction task aimed at identifying structured voting events in narrative d...

Correction to: A classification of nilpotent compatible Lie algebras (Rendiconti del Circolo Matematico di Palermo Series 2, (2025), 74, 1, (70), 10.1007/s12215-024-01126-z)

We have made a computational mistake when calculating the orbits of some cocycles in Section 4.4 of the original paper. This makes it so that three families of orbits (and thus three compatible Lie algebra isomorphism families), which previously depended on the field structure, now do not, and now depend on one less parameter. Thus, the classification is independent of the base field (as long as the characteristic is not 2). Section4.4:IntheclassificationoftheextensionsofNCL3,2 The computatio...

Almeida, R. (2025). CADERNO DE CAMPO | CRESCIMENTO PRIMÁRIO E ESTRUTURA PRIMÁRIA EM PLANTAS VASCULARES - Como nascem as árvores (Vol. VI). Dep. de Biologia, Faculdade de Ciências, Universidade do Porto. Casa das Ciências, Porto.