Language modeling (LM) has progressed at a breakneck pace, with industry often leading the way through greater access to resources. Academia, however, can remain at the forefront by focusing on forward-looking research that may shape the future of our field. This workshop will bring together researchers from diverse backgrounds to explore critical questions about what language modeling could look like in a decade: which techniques will define state-of-the-art systems, and what challenges that are out of scope today will become relevant? By casting our gaze beyond near-term goals, we aim to spark discussions that help researchers identify new directions and shape the research landscape of tomorrow.
The Visions of Language Modeling workshop will take place at COLM 2025, on October 10th at the Palais des Congrès in Montreal, Canada. It will include only invited talks and discussions, and will not solicit submissions.