Goldberg, Adele,(1995) A Construction Grammar Approach to Argument Struture Chicago, U. Chicago Press.
Kay, Paul, (1998) An Informal Sketch of Construction Grammar preprint
Narayanan, Srini and Dan Jurafsky, (1998) Bayesian Models of Human Sentence Processing. preprint (to appear in the Proceedings of CogSci 98).
The latest papers can always be found at The NTL web page
Two other papers in this year's Cognitive Science Conference are:
D. Bailey, N. Chang, J. Feldman, S. Narayanan (1998). Extending Embodied Lexical Development (to appear in the Proceedings of CogSci98)
N. Chang, D. Gildea, S. Narayanan (1998). A Dynamic Model of Aspectual Composition (to appear in the Proceedings of CogSci98).