Elena V. Epure

Deezer Research, IDIAP

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Data Curation & Synthetic Data (1)Natural Language Processing (1)

Frequent co-authors

Gaspard Michel (1)Romain Hennequin (1)Christophe Cerisara (1)Mirella Lapata (1)

Papers (1)

May 27, 2026

Deezer ResearchMay 27, 2026·also Edinburgh, Idiap, Loria

GraphLit: Learning Text-Enriched Dynamic Character Network Representations for Literary Study

Literary character analysis gets a boost: representing novels as dynamic graphs that fuse character interactions with their textual context unlocks better performance on character-related tasks.

Gaspard Michel, Elena V. Epure, Romain Hennequin +2

Architecture Design (Transformers, SSMs, MoE)Data Curation & Synthetic Data Natural Language Processing

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Elena V. Epure

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)