Learning for semantic parsing

RJ Mooney - International Conference on Intelligent Text Processing …, 2007 - Springer
Semantic parsing is the task of map** a natural language sentence into a complete,
formal meaning representation. Over the past decade, we have developed a number of …

[PDF][PDF] Learning for semantic parsing with statistical machine translation

YW Wong, R Mooney - Proceedings of the Human Language …, 2006 - aclanthology.org
We present a novel statistical approach to semantic parsing, WASP, for constructing a
complete, formal meaning representation of a sentence. A semantic parser is learned given …

[PDF][PDF] Contrastive estimation: Training log-linear models on unlabeled data

NA Smith, J Eisner - Proceedings of the 43rd Annual Meeting of …, 2005 - aclanthology.org
Conditional random fields (Lafferty et al., 2001) are quite effective at sequence labeling
tasks like shallow parsing (Sha and Pereira, 2003) and namedentity extraction (McCallum …

[PDF][PDF] Probabilistic syntax

CD Manning - Probabilistic linguistics, 2003 - cse.iitk.ac.in
“Everyone knows that language is variable.” This is the bald sentence with which Sapir
(1921: 147) begins his chapter on language as an historical product. He goes on to …

Feature forest models for probabilistic HPSG parsing

Y Miyao, J Tsujii - Computational linguistics, 2008 - direct.mit.edu
Probabilistic modeling of lexicalized grammars is difficult because these grammars exploit
complicated data structures, such as typed feature structures. This prevents us from applying …

[PDF][PDF] Parsing the Wall Street Journal using a Lexical-Functional Grammar and discriminative estimation techniques

S Riezler, TH King, RM Kaplan, R Crouch… - Proceedings of the …, 2002 - aclanthology.org
We present a stochastic parsing system consisting of a Lexical-Functional Grammar (LFG), a
constraint-based parser and a stochastic disambiguation model. We report on the results of …

[KİTAP][B] Computational approaches to morphology and syntax

B Roark, R Sproat - 2007 - books.google.com
The book will appeal to scholars and advanced students of morphology, syntax,
computational linguistics and natural language processing (NLP). It provides a critical and …

Alpino: Wide-coverage computational analysis of Dutch

G Bouma, G Van Noord, R Malouf - Computational linguistics in the …, 2001 - brill.com
Alpino is a wide-coverage computational analyzer of Dutch which aims at accurate, full,
parsing of unrestricted text. We describe the head-driven lexicalized grammar and the …