@inproceedings{benlahbib-etal-2026-l3ia, title = "{L}3{IA} at {A}ra{S}ent{E}val 2026 Subtask 2: {LLM}-Based Multi-Step Pipeline for {A}rabic Sentiment Swap", author = "Benlahbib, Abdessamad and Alami, Hamza and M{'}haouach, Mohamed and Elyoussoufi, Kaouthar", editor = "Al-Khalifa, Hend and El-Haj, Mo and Ezzini, Saad", booktitle = "The 7th Workshop on Open-Source {A}rabic Corpora and Processing Tools ({OSACT}7) with 5 Shared Tasks", month = may, year = "2026", address = "Palma, Mallorca (Spain)", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.osact-1.37/", doi = "10.63317/4wtc4onqmfgo", pages = "274--277" }