| 2026 | ACL | Computational Narrative Understanding for Expressive Text-to-Speech. | Gaspard Michel, Elena V. Epure, Christophe Cerisara |
| 2026 | ECIR | Scalable Music Cover Retrieval Using Lyrics-Aligned Audio Embeddings. | Joanne Affolter, Benjamin Martin, Elena V. Epure, Gabriel Meseguer-Brocal, Frdric Kaplan |
| 2026 | LREC | S-VoCAL: A Dataset and Evaluation Framework for Inferring Speaking Voice Character Attributes in Literature. | Abigail Berthe-Pardo, Gaspard Michel, Elena V. Epure, Christophe Cerisara |
| 2025 | ACL | Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion. | Markus Frohmann, Gabriel Meseguer-Brocal, Markus Schedl, Elena V. Epure |
| 2025 | NAACL | Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3. | Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara |
| 2025 | RecSys | Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation. | Alessandro B. Melchiorre, Elena V. Epure, Shahed Masoudian, Gustavo Escobedo, Anna Hausberger, Manuel Moussallam, Markus Schedl |
| 2025 | RecSys | Biases in LLM-Generated Musical Taste Profiles for Recommendation. | Bruno Massoni Sguerra, Elena V. Epure, Harin Lee, Manuel Moussallam |
| 2024 | EMNLP | Improving Quotation Attribution with Fictional Character Embeddings. | Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara |
| 2023 | ACL | Automatic Annotation of Direct Speech in Written French Narratives. | No Durandard, Viet-Anh Tran, Gaspard Michel, Elena V. Epure |
| 2023 | EACL | A Human Subject Study of Named Entity Recognition in Conversational Music Recommendation Queries. | Elena V. Epure, Romain Hennequin |
| 2022 | ECIR | Topic Modeling on Podcast Short-Text Metadata. | Francisco B. Valero, Marion Baranes, Elena V. Epure |
| 2022 | EMNLP | Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge. | Giovanni Gabbolini, Romain Hennequin, Elena V. Epure |
| 2022 | LREC | Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition. | Elena V. Epure, Romain Hennequin |
| 2020 | EMNLP | Modeling the Music Genre Perception across Language-Bound Cultures. | Elena V. Epure, Guillaume Salha, Manuel Moussallam, Romain Hennequin |
| 2020 | ICASSP | Audio-Based Auto-Tagging With Contextual Tags for Music. | Karim M. Ibrahim, Jimena Royo-Letelier, Elena V. Epure, Geoffroy Peeters, Gal Richard |
| 2016 | RCIS | Process mining for recommender strategies support in news media. | Elena V. Epure, Jon Espen Ingvaldsen, Rbecca Deneckre, Camille Salinesi |
| 2014 | CaiSE | What Shall I Do Next? - Intention Mining for Flexible Process Enactment. | Elena V. Epure, Charlotte Hug, Rbecca Deneckre, Sjaak Brinkkemper |