Inducing a Semantically Annotated Lexicon via EM-Based Clustering

Details Inducing a Semantically Annotated Lexicon via EM-Based Clustering Inducing a Semantically Annotated Lexicon via EM-Based Clustering

1999-05-19

arxiv.org/abs/cs/9905008v1

Computer Science

Computation and Language

8 pages, uses colacl.sty. Proceedings of the 37th Annual Meeting of the ACL, 1999

Scientific paper

We present a technique for automatic induction of slot annotations for subcategorization frames, based on induction of hidden classes in the EM framework of statistical estimation. The models are empirically evalutated by a general decision test. Induction of slot labeling for subcategorization frames is accomplished by a further application of EM, and applied experimentally on frame observations derived from parsing large corpora. We outline an interpretation of the learned representations as theoretical-linguistic decompositional lexical entries.

Affiliated with

Also associated with

No associations

Rating

Inducing a Semantically Annotated Lexicon via EM-Based Clustering does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Inducing a Semantically Annotated Lexicon via EM-Based Clustering, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Inducing a Semantically Annotated Lexicon via EM-Based Clustering will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-39368