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66
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ACL
2009
14 years 8 months ago
Cross-Domain Dependency Parsing Using a Deep Linguistic Grammar
Pure statistical parsing systems achieves high in-domain accuracy but performs poorly out-domain. In this paper, we propose two different approaches to produce syntactic dependenc...
Yi Zhang, Rui Wang
78
Voted
ACL
2009
14 years 8 months ago
Source-Language Entailment Modeling for Translating Unknown Terms
This paper addresses the task of handling unknown terms in SMT. We propose using source-language monolingual models and resources to paraphrase the source text prior to translatio...
Shachar Mirkin, Lucia Specia, Nicola Cancedda, Ido...
69
Voted
ACL
2009
14 years 8 months ago
What lies beneath: Semantic and syntactic analysis of manually reconstructed spontaneous speech
Spontaneously produced speech text often includes disfluencies which make it difficult to analyze underlying structure. Successful reconstruction of this text would transform thes...
Erin Fitzgerald, Frederick Jelinek, Robert Frank
84
Voted
ACL
2009
14 years 8 months ago
The Contribution of Stylistic Information to Content-based Mobile Spam Filtering
Content-based approaches to detecting mobile spam to date have focused mainly on analyzing the topical aspect of a SMS message (what it is about) but not on the stylistic aspect (...
Dae-Neung Sohn, Jung-Tae Lee, Hae-Chang Rim
65
Voted
ACL
2009
14 years 8 months ago
Leveraging Structural Relations for Fluent Compressions at Multiple Compression Rates
Prior approaches to sentence compression have taken low level syntactic constraints into account in order to maintain grammaticality. We propose and successfully evaluate a more c...
Sourish Chaudhuri, Naman K. Gupta, Noah A. Smith, ...