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128
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NAACL
2010
15 years 1 months ago
Multi-document Summarization via Budgeted Maximization of Submodular Functions
We treat the text summarization problem as maximizing a submodular function under a budget constraint. We show, both theoretically and empirically, a modified greedy algorithm can...
Hui Lin, Jeff Bilmes
121
Voted
ACL
2009
15 years 1 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...
108
Voted
COMSIS
2010
15 years 9 days ago
Robust moving object detection under complex background
We present a novel method to robustly and efficiently detect moving object, even under the complexity background, such as illumination changes, long shadows etc. This work is disti...
Ding Ying, Wen-Hui Li, Jing-Tao Fan, Hua-Min Yang
118
Voted
CAP
2010
14 years 10 months ago
A high-performance algorithm for calculating cyclotomic polynomials
The nth cyclotomic polynomial, n(z), is the monic polynomial whose (n) distinct roots are the nth primitive roots of unity. n(z) can be computed efficiently as a quotient of terms...
Andrew Arnold, Michael B. Monagan
CVPR
2010
IEEE
16 years 1 days ago
Parallel and Distributed Graph Cuts by Dual Decomposition
Graph cuts methods are at the core of many state-of-theart algorithms in computer vision due to their efficiency in computing globally optimal solutions. In this paper, we solve t...
Petter Strandmark, Fredrik Kahl