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 …
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 …
complete, formal meaning representation of a sentence. A semantic parser is learned given …
[PDF][PDF] Contrastive estimation: Training log-linear models on unlabeled data
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 …
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 …
(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 …
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
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 …
constraint-based parser and a stochastic disambiguation model. We report on the results of …
[KİTAP][B] Computational approaches to morphology and syntax
The book will appeal to scholars and advanced students of morphology, syntax,
computational linguistics and natural language processing (NLP). It provides a critical and …
computational linguistics and natural language processing (NLP). It provides a critical and …
Alpino: Wide-coverage computational analysis of Dutch
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 …
parsing of unrestricted text. We describe the head-driven lexicalized grammar and the …