Подход на основе обучения
Related Papers
Extractive Summarization Using Supervised and Semi-Supervised Learning
It is difficult to identify sentence impor- tance from a single point of view. In this paper, we propose a learning-based ap- proach to combine various sentence fea- tures. They …...
Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment Analysis
Determining the polarity of a sentiment- bearing expression requires more than a sim- ple bag-of-words approach. In particular, words or constituents within the expression can interact with each other to …...
A Corpus-Based Approach for the Prediction of Language Impairment in Monolingual English and Spanish-English Bilingual Children
In this paper we explore a learning-based ap- proach to the problem of predicting language impairment in children. We analyzed sponta- neous narratives of children and extracted fea- tures measuring …...
Modeling Organization in Student Essays
Automated essay scoring is one of the most important educational applications of natural language processing. Recently, researchers have begun exploring methods of scoring es- says with respect to particular dimensions …...
Modeling Thesis Clarity in Student Essays
Recently, researchers have begun explor- ing methods of scoring student essays with respect to particular dimensions of qual- ity such as coherence, technical errors, and relevance to prompt, but there …...
Bridging resolution: Task definition, corpus resources and rule-based experiments
AbstractRecent work on bridging resolution has so far been based on the corpus ISNotes (Markert et al. 2012), as this was the only corpus available with unrestricted bridging annotation. Hou …...