Lexical Acquisition via Constraint Solving

TL;DR

This paper introduces a method for automatically classifying unknown words' syntax and semantics by leveraging context and using Link Grammar to efficiently reduce the search space.

Contribution

It presents a novel approach that combines contextual analysis with constraint solving within Link Grammar to improve lexical acquisition.

Findings

Effective classification of unknown words demonstrated

Reduced search space in lexical acquisition

Utilization of both left and right context enhances accuracy

Abstract

This paper describes a method to automatically acquire the syntactic and semantic classifications of unknown words. Our method reduces the search space of the lexical acquisition problem by utilizing both the left and the right context of the unknown word. Link Grammar provides a convenient framework in which to implement our method.