501 search results - page 12 / 101 » Improving Language Models by Clustering Training Sentences |
IROS
2007
IEEE
15 years 4 months ago
2007
IEEE
- We present a connectionist model that combines motions and language based on the behavioral experiences of a real robot. Two models of recurrent neural network with parametric bi...
EACL
2006
ACL Anthology
14 years 11 months ago
2006
ACL Anthology
We present a model for sentence compression that uses a discriminative largemargin learning framework coupled with a novel feature set defined on compressed bigrams as well as dee...
78
Voted
EMNLP
2009
14 years 8 months ago
2009
Current statistical machine translation (SMT) systems are trained on sentencealigned and word-aligned parallel text collected from various sources. Translation model parameters ar...
108
Voted
EMNLP
2011
13 years 10 months ago
2011
We propose a simple training regime that can improve the extrinsic performance of a parser, given only a corpus of sentences and a way to automatically evaluate the extrinsic qual...
102
Voted
ACL
2007
14 years 11 months ago
2007
This paper proposes a novel method for phrase-based statistical machine translation by using pivot language. To conduct translation between languages Lf and Le with a small biling...