- Clement Levallois. Umigon-lexicon: rule-based model for interpretable sentiment analysis and factuality categorization. Language Resources and Evaluation, 59(2):913-930, June 2025.
- Colin Swaelens, Ilse De Vos, Els Lefever. Linguistic annotation of Byzantine book epigrams. Language Resources and Evaluation, 59(1):109-134, March 2025.
- Manoel Fernando Alonso Gadi, Miguel-Ángel Sicilia. A sentiment corpus for the cryptocurrency financial domain: the CryptoLin corpus. Language Resources and Evaluation, 59(2):871-889, June 2025.
- Najet Hadj Mohamed, Chérifa Ben Khelil, Agata Savary, Iskander Keskes, Jean-Yves Antoine, Lamia Hadrich Belguith. PARSEME-AR: Arabic reference corpus for multiword expressions using PARSEME annotation guidelines. Language Resources and Evaluation, 59(2):1331-1361, June 2025.
- Simona Frenda, Gavin Abercrombie, Valerio Basile, Alessandro Pedrani, Raffaella Panizzon, Alessandra Teresa Cignarella, Cristina Marco, Davide Bernardi. Perspectivist approaches to natural language processing: a survey. Language Resources and Evaluation, 59(2):1719-1746, June 2025.
- Rachel M. Murphy, Dave A. Dongelmans, Nicolette F. de Keizer, Rosa J. Jongeneel, Christiaan H. Koster, Kitty J. Jager, Ameen Abu-Hanna, Iacer Calixto, Joanna E. Klopotowska. Creation of a gold standard Dutch corpus of clinical notes for adverse drug event detection: the Dutch ADE corpus. Language Resources and Evaluation, 59(3):2763-2779, September 2025.
- Béatrice Biancardi, Mathieu Chollet, Chloé Clavel. Introducing the 3MT_French dataset to investigate the timing of public speaking judgements. Language Resources and Evaluation, 59(1):371-390, March 2025.
- Mohammad Abdous, Poorya Piroozfar, Behrouz Minaei-Bidgoli. PESTS: Persian_English cross lingual corpus for semantic textual similarity. Language Resources and Evaluation, 59(2):1179-1199, June 2025.
- Leila Hazrati, Alireza Sokhandan, Leili Farzinvash. Improving irony speech spreaders profiling on social networks using clustering & transformer based models. Language Resources and Evaluation, 59(3):2297-2327, September 2025.
- Mu You, Jing Zhang, Derek F. Wong, Kaixin Lan. Umplc: the first longitudinal learner corpus of Portuguese. Language Resources and Evaluation, 59(3):3353-3372, September 2025.