This paper describes a system for extracting typed dependency parses of English sentences
from phrase structure parses. In order to capture inherent relations occurring in corpus texts …

The Handbook of Natural Language Processing, Second Edition presents practical tools
and techniques for implementing natural language processing in computer systems. Along …

This paper examines the Stanford typed dependencies representation, which was designed
to provide a straightforward description of grammatical relations for any user who could …

Background Lately, there has been a great interest in the application of information
extraction methods to the biomedical domain, in particular, to the extraction of relationships …

This article describes a number of log-linear parsing models for an automatically extracted
lexicalized grammar. The models are “full” parsing models in the sense that probabilities are …

We describe the new release of the RASP (robust accurate statistical parsing) system,
designed for syntactic annotation of free text. The new version includes a revised and more …

Machine learning based on various forms of inductive inference has been used for a wide
range of problems in natural language processing, with syntactic parsing being one of the …

This paper describes the simultaneous development of dependency structure and phrase
structure treebanks for Hindi and Urdu, as well as a Prop-Bank. The dependency structure …

Objective: Within the context of the Third i2b2 Workshop on Natural Language Processing
Challenges for Clinical Records, the authors (also referred to as 'the i2b2 medication …

This paper describes a large on-going effort, nearing completion, which aims to annotate the
text of all of the 25 Wall Street Journal sections included in the Penn Treebank, using a hand …