Incorporating Graph Information in Transformer-based AMR Parsing. - Pavlo Vasylenko; Pere-Lluís Huguet Cabot; Abelardo Carlos Martinez Lorenzo; Roberto Navigli (ACL (Findings), 2023)

How Effective Are State Space Models for Machine Translation? - Hugo Pitorro; Pavlo Vasylenko; Marcos V. Treviso; André Martins (WMT, 2024)

TopoBenchmarkX: A Framework for Benchmarking Topological Deep Learning. - Lev Telyatnikov; Guillermo Bernárdez; Marco Montagna; Pavlo Vasylenko; Ghada Zamzmi; Mustafa Hajij; Michael T. Schaub; Nina Miolane; Simone Scardapane; Theodore Papamarkou (CoRR, 2024)

How Effective are State Space Models for Machine Translation? - Hugo Pitorro; Pavlo Vasylenko; Marcos V. Treviso; André F. T. Martins (CoRR, 2024)

Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding. - Emmanouil Zaranis; António Farinhas; Saul José Rodrigues dos Santos; Beatriz Canaverde; Miguel Moura Ramos; Aditya K. Surikuchi; André Viveiros; Baohao Liao; Elena Belén Bueno-Benito; Nithin Sivakumaran; Pavlo Vasylenko; Shoubin Yu; et al. (CoRR, 2025)

Long-Context Generalization with Sparse Attention. - Pavlo Vasylenko; Marcos Vinícius Treviso; André F. T. Martins (CoRR, 2025)