Recognized in 1965, the biennial meeting draws in members from major-rated exploration centers and also emerging international locations, welcoming contributions from not simply educational institutions, but industrial research departments such as tech begin-ups. The 31st Intercontinental Convention on Computational Linguistics (COLING 2025) is ha