Papers by Federico Pianzola
Fiction Flows: A Replication and Reinterpretation of Narrative Sequentiality (2026.acl-long)
Copied to clipboard
| Challenge: | a new study shows that imagined narratives exhibit higher "flow" than recalled narratives, but this advantage is not reducible to standard coherence measures. |
| Approach: | They propose a language-model-based measure of sentence-level predictability to measure narrative flow . they find that imagined stories flow better than recalled ones . |
| Outcome: | The proposed measure of sentence-level predictability is based on language models . it shows that fiction exhibits a robust sequentiality advantage over reality-bound genres . |
GOLEMcoref: A Multilingual Coreference Dataset of Fiction (2026.acl-short)
Copied to clipboard
Andreas Van Cranenburgh, Xiaoyan Yang, null Alvanita, Cecilia Nicole Di Domenico, Maria Ferragud, Arianna Graciotti, Byungjun Kim, Seonyeong Park, Noa Visser Solissa, Xiaoyu Zhou, Federico Pianzola
| Challenge: | Despite considerable progress, most research still focuses predominantly on English . fictional texts bring additional challenges not covered by standard benchmark datasets . |
| Approach: | They present a multilingual coreference dataset of 827k fanfiction tokens in 7 languages . they discuss their annotation scheme and language-specific challenges . |
| Outcome: | The proposed dataset includes full stories of diverse lengths, ranging from 500 to 17k words. |