Author

Hugo Attali

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Preprint Aug 2026

Fast and Accurate Quotation Attribution in Literary Texts

An encoder-based efficient formulation that resolves multiple quotation attributions within a shared, large context window is proposed, and an analysis of models'representations suggests that joint scoring improves on challenging attribution examples by preserving long-range anaphora resolution signal, an information t...

Gaspard Michel, Hugo Attali, Elena V. Epure · 0 citations

#artificial intelligence Preprint Sep 2026

Local Evidence and Geometric Readout Repair in Trained GNNs

Although oracle reweighting can correct many errors, label-free reweighting captures little of this potential: local evidence is often present but hard to select, and relaxing the evidence constraint is more effective than learning within it.

Nadi Tomeh, Hugo Attali · 0 citations