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ACL
2009
15 years 4 months ago
Efficient Inference of CRFs for Large-Scale Natural Language Data
This paper presents an efficient inference algorithm of conditional random fields (CRFs) for large-scale data. Our key idea is to decompose the output label state into an active s...
Minwoo Jeong, Chin-Yew Lin, Gary Geunbae Lee
ACL
2009
15 years 4 months ago
Data Cleaning for Word Alignment
Parallel corpora are made by human beings. However, as an MT system is an aggregation of state-of-the-art NLP technologies without any intervention of human beings, it is unavoida...
Tsuyoshi Okita
163
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ACL
2009
15 years 4 months ago
Optimizing Language Model Information Retrieval System with Expectation Maximization Algorithm
Statistical language modeling (SLM) has been used in many different domains for decades and has also been applied to information retrieval (IR) recently. Documents retrieved using...
Justin Liang-Te Chiu, Jyun-Wei Huang
ACL
2009
15 years 4 months ago
A Tool for Deep Semantic Encoding of Narrative Texts
We have developed a novel, publicly available annotation tool for the semantic encoding of texts, especially those in the narrative domain. Users can create formal propositions to...
David K. Elson, Kathleen McKeown
ACL
2009
15 years 4 months ago
MARS: Multilingual Access and Retrieval System with Enhanced Query Translation and Document Retrieval
In this paper, we introduce a multilingual access and retrieval system with enhanced query translation and multilingual document retrieval, by mining bilingual terminologies and a...
Lianhau Lee, AiTi Aw, Thuy Vu, Sharifah Aljunied M...