501 search results - page 6 / 101 » Improving Language Models by Clustering Training Sentences |
NLPRS
2001
Springer
14 years 8 days ago
2001
Springer
This paper presents a sentence extraction method based on Concept Coupling Model, a language model for handling natural language sentence structures. Sentence extraction is perfor...
EMNLP
2011
12 years 7 months ago
2011
In this paper, we propose a novel approach to automatic generation of aspect-oriented summaries from multiple documents. We first develop an event-aspect LDA model to cluster sen...
ANLP
1997
13 years 9 months ago
1997
We present a trainable model for identifying sentence boundaries in raw text. Given a corpus annotated with sentence boundaries, our model learns to classify each occurrence of., ...
ANLP
2000
13 years 9 months ago
2000
We empirically show that there are significant differences between the discourse structure of Japanese texts and the discourse structure of their corresponding English translation...
ICASSP
2008
IEEE
14 years 2 months ago
2008
IEEE
Information distillation techniques are used to analyze and interpret large volumes of speech and text archives in multiple languages and produce structured information of interes...