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1
UIUC: A knowledge-rich approach to identifying semantic relations between nominals
In: http://acl.ldc.upenn.edu/w/w07/W07-2085.pdf (2007)
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2
Identifying Semantic Relations in Context: Near-misses and Overlaps
In: http://aclweb.org/anthology/R/R09/R09-1069.pdf
Abstract: This paper addresses the problem of semantic relation identification for a set of relations difficult to differen-tiate: near-misses and overlaps. Based on empirical observations on a fairly large dataset of such exam-ples we provide an analysis and a taxonomy of such cases. Using this taxonomy we create various contin-gency sets of relations. These semantic categories are automatically identified by training and testing three state-of-the-art semantic classifiers employing various feature sets. The results show that in order to identify such near-misses and overlaps accurately, a seman-tic relation identification system needs to go beyond the ontological information of the two nouns and rely heavily on contextual and pragmatic knowledge. Keywords lexical semantics; semantic relations; machine learning 1
URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.669.9541
http://aclweb.org/anthology/R/R09/R09-1069.pdf
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3
THE CHALLENGE OF ARABIC FOR NLP/MT Challenges in Processing Colloquial Arabic
In: http://www.mt-archive.info/BCS-2006-Rozovskaya.pdf
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4
2008. Automatic Semantic Relation Extraction with Multiple Boundary Generation
In: http://www.aaai.org/Papers/AAAI/2008/AAAI08-131.pdf
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5
Multilingual Word Sense Discrimination: A Comparative Cross-Linguistic Study
In: http://acl.ldc.upenn.edu/w/w07/W07-1711.pdf
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6
Generating Confusion Sets for Context-Sensitive Error Correction
In: http://www.aclweb.org/anthology-new/D/D10/D10-1094.pdf
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7
Algorithm Selection and Model Adaptation for ESL Correction Tasks
In: http://aclweb.org/anthology-new/P/P11/P11-1093.pdf
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8
on Arabic Error Correction
In: http://anthology.aclweb.org/W/W14/W14-3622.pdf
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9
Joint Learning and Inference for Grammatical Error Correction
In: http://aclweb.org/anthology/D/D13/D13-1074.pdf
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10
Inference Protocols for Coreference Resolution
In: http://aclweb.org/anthology-new/W/W11/W11-1904.pdf
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