Lars Hinrichs

Recent changes in the function and frequency of Standard English genitive constructions: a multivariate analysis of tagged corpora

This study of present-day English genitive variation is based on all interchangeable instances of s - and of -genitives from the ‘Reportage’ and ‘Editorial’ categories of the ‘Brown family’ of corpora. Variation is studied by tapping into a number of independent variables, such as precedence of either construction in the text, length of the possessor and possessum phrases, phonological constraints, discourse flow, and animacy of the possessor. In addition to distributional analyses, we use logistic regression to investigate the probabilistic factor weights of these variables, thus tracking language change in progress as evidenced in the language of the press. This method, married to our large database, yields the most detailed perspective to date on frequently discussed issues, such as the relative importance of possessor animacy and end-weight in genitive choice (cf. most recently Rosenbach 2005), or on the exact factorial dynamics responsible for the ongoing spread of the s -genitive.

Restricting the restrictive relativizer: Constraints on subject and non-subject English relative clauses

Abstract We investigate internal and stylistic factors affecting binary and ternary relativizer choice in subject (that vs which) and non-subject (that vs which vs zero) relative clauses. We employ a novel methodological approach to predicting relativizers: Bayesian regression modeling with the dimensional reduction of model inputs via factor analysis. Our factor analysis is motivated by the high degree of redundancy and collinearity in natural language data, while Bayesian regression models are robust to effects of data sparseness and (near) separation. We find that in both types of relative clauses, the more marked variant (which) is preferred in complex contexts, while the unmarked variant (that, or zero in NSRCs) is favored in contexts where the relative clause is short and more fully integrated with the NP it modifies. We also find that use of which is somewhat more sensitive to stylistic considerations in subject than in non-subject relative clauses, and that which correlates most strongly with features associated with lexical density, e. g. ‘nouniness’, rather than those often associated with formality, e. g. passivization and sentence length.