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
LIVI (Lyrics-Informed Version Identification), an approach that seeks to balance retrieval accuracy with computational efficiency, is introduced that leverages supervision from state-of-the-art transcription and text embedding models during training to achieve retrieval accuracy on par with--or superior to--harmonic-ba...
J. Affolter, Benjamin Martin, Elena V. Epure et al.· European Conference on Infor...· 2 citations
This paper presents the first user study to empirically assess the reliability of LLM-as-a-judge for evaluating CRS responses, and finds that LLM-based judges exhibit moderate positive alignment with human assessments and outperform all reference-based baselines.
Seungheon Doh, B. Sguerra, Sergio Oramas et al.· arXiv.org· 0 citations
Dynamic Heterogeneous Character Networks are introduced, which organize long novels into temporally localized heterogeneous graphs that align characters with their textual contexts, and GraphLit is proposed, a self-supervised learning framework that learns rich literary representations through a masked graph autoencode...
Gaspard Michel, Elena V. Epure, Romain Hennequin et al.· arXiv.org· 1 citation
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