Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations. - Nikolaos Manginas; Ilias Chalkidis; Prodromos Malakasiotis (SPNLP@EMNLP, 2020)

Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. - Ilias Chalkidis; Manos Fergadiotis; Nikolaos Manginas; Eva Katakalou; Prodromos Malakasiotis (EACL, 2021)

NeSyA: Neurosymbolic Automata. - Nikolaos Manginas; George Paliouras; Luc De Raedt (CoRR, 2024)

A Scalable Approach to Probabilistic Neuro-Symbolic Verification. - Vasileios Manginas; Nikolaos Manginas; Edward Stevinson; Sherwin Varghese; Nikos Katzouris; Georgios Paliouras; Alessio Lomuscio (CoRR, 2025)

LTLZinc: a Benchmarking Framework for Continual Learning and Neuro-Symbolic Temporal Reasoning. - Luca Salvatore Lorello; Nikolaos Manginas; Marco Lippi 001; Stefano Melacci (CoRR, 2025)