GROOViST: A Metric for Grounding Objects in Visual Storytelling. - Aditya K. Surikuchi; Sandro Pezzelle; Raquel Fernández (EMNLP, 2023)

Not (yet) the whole story: Evaluating Visual Storytelling Requires More than Measuring Coherence, Grounding, and Repetition. - Aditya Kaushik Surikuchi; Raquel Fernández; Sandro Pezzelle (EMNLP (Findings), 2024)

LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. - Anna Bavaresco; Raffaella Bernardi; Leonardo Bertolazzi; Desmond Elliott; Raquel Fernández; Albert Gatt; Esam Ghaleb; Mario Giulianelli; Michael Hanna 001; Alexander Koller; André F. T. Martins; Philipp Mondorf; et al. (CoRR, 2024)

On the Challenges in Evaluating Visually Grounded Stories. - Aditya K. Surikuchi; Raquel Fernández; Sandro Pezzelle (Text2Story@ECIR, 2025)

Natural Language Generation from Visual Sequences: Challenges and Future Directions. - Aditya K. Surikuchi; Raquel Fernández; Sandro Pezzelle (CoRR, 2025)

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)