Choosing the Word Most Typical in Context Using a Lexical Co-occurrence Network
<|reference_start|>Choosing the Word Most Typical in Context Using a Lexical Co-occurrence Network: This paper presents a partial solution to a component of the problem of lexical choice: choosing the synonym most typical, or expected, in context. We apply a new statistical approach to representing the context of a word through lexical co-occurrence networks. The implementation was trained and evaluated on a large corpus, and results show that the inclusion of second-order co-occurrence relations improves the performance of our implemented lexical choice program.<|reference_end|>
@article{edmonds1998choosing,
    title={Choosing the Word Most Typical in Context Using a Lexical Co-occurrence
  Network},
    author={Philip Edmonds (University of Toronto)},
    journal={Proceedings of ACL-EACL '97, student session},
    year={1998},
    archivePrefix={arXiv},
    eprint={cs/9811009},
    primaryClass={cs.CL}
}