Conditional Random Field-based Parser and Language Model for Tradi-tional Chinese Spelling Checker

A Conditional Random Field-based Traditional Chinese Base Phrase Parser for SIGHAN Bake-off 2012 Evaluation

Improving Unsupervised Constituency Parsing via Maximizing Semantic Information

Unsupervised constituency parsers organize phrases within a sentence into a tree-shaped syntactic constituent structure that reflects the organization of sentence semantics. However, the traditional objective of maximizi…

Improving the Recall of a Discourse Parser by Constraint-based Postprocessing

We describe two constraint-based methods that can be used to improve the recall of a shallow discourse parser based on conditional random field chunking. These method uses a set of natural structural constraints as well …

BioDCA Identifier: A System for Automatic Identification of Discourse Connective and Arguments from Biomedical Text

This paper describes a Natural language processing system developed for automatic identification of explicit connectives, its sense and arguments. Prior work has shown that the difference in usage of connectives across c…

Construction of a Syntactic Analysis Map for Yi Shui School through Text Mining and Natural Language Processing Research

Entity and relationship extraction is a crucial component in natural language processing tasks such as knowledge graph construction, question answering system design, and semantic analysis. Most of the information of the…