Positional Cognitive Specialization: Where Do LLMs Learn to Comprehend and Speak Your Language? - Luis Frentzen Salim; Lun-Wei Ku; Hsing-Kuo Kenneth Pao (AAAI, 2026)

CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data. - Pedro Ortiz Suarez; Laurie Burchell; Catherine Arnett; Rafael Mosquera; Sara Hincapié Monsalve; Thom Vaughan; Damian Stewart; Malte Ostendorff; Idris Abdulmumin; Vukosi Marivate; Shamsuddeen Hassan Muhammad; Atnafu Lambebo Tonja; et al. (ACL (1), 2026)

Beyond Many-Shot Translation: Scaling In-Context Demonstrations For Low-Resource Machine Translation. - Luis Frentzen Salim; Esteban Carlin; Alexandre Morinvil; Xi Ai; Lun-Wei Ku (CoRR, 2026)