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Using Semantic Relations to Refine Coreference Decisions
We present a novel mechanism for im- proving reference resolution by using the output of a relation tagger to rescore coreference hypotheses. Experiments show that this new framework can im- …...
HPSG Parsing with Shallow Dependency Constraints
We present a novel framework that com- bines strengths from surface syntactic pars- ing and deep syntactic parsing to increase deep parsing accuracy, specifically by com- bining dependency and HPSG …...
Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding
Verbal comprehension questions appear very frequently in Intelligence Quotient (IQ) tests, which measure human’s verbal ability includ- ing the understanding of the words with mul- tiple senses, the synonyms and …...
A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions
AbstractRecent models achieve promising results in visually grounded dialogues. However, existing datasets often contain undesirable biases and lack sophisticated linguistic analyses, which make it difficult to understand how well current …...
Predicting Multidimensional Subjective Ratings of Children’ Readings from the Speech Signals for the Automatic Assessment of Fluency
AbstractThe objective of this research is to estimate multidimensional subjective ratings of the reading performance of young readers from signal-based objective measures. We here combine linguistic features (number of correct …...