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» A Language Modeling Approach to Passage Question Answering
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SIGIR
2009
ACM
15 years 6 months ago
Identifying the original contribution of a document via language modeling
Abstract. One major goal of text mining is to provide automatic methods to help humans grasp the key ideas in ever-increasing text corpora. To this effect, we propose a statistica...
Benyah Shaparenko, Thorsten Joachims
ACL
2009
14 years 9 months ago
A Graph-based Semi-Supervised Learning for Question-Answering
We present a graph-based semi-supervised learning for the question-answering (QA) task for ranking candidate sentences. Using textual entailment analysis, we obtain entailment sco...
Asli Çelikyilmaz, Marcus Thint, Zhiheng Hua...
INLG
2004
Springer
15 years 5 months ago
Generating Intensional Answers in Intelligent Question Answering Systems
Abstract. In this paper, we present a logic-based model for an accurate generation of intensional responses within a cooperative questionanswering framework. We develop several cat...
Farah Benamara
FSKD
2006
Springer
190views Fuzzy Logic» more  FSKD 2006»
15 years 3 months ago
A Maximum Entropy Model Based Answer Extraction for Chinese Question Answering
We regard answer extraction of Question Answering (QA) system as a classification problem, classifying answer candidate sentences into positive or negative. To confirm the feasibil...
Ang Sun, Minghu Jiang, Yanjun Ma
EC
2008
102views ECommerce» more  EC 2008»
14 years 11 months ago
Genetic Algorithms for Data-Driven Web Question Answering
We present1 an evolutionary approach for the computation of exact answers to Natural Languages (NL) questions. Answers are extracted directly from the N
Alejandro Figueroa, Günter Neumann