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» Computational Models of Language Acquisition
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ACL
2009
15 years 2 months ago
Concise Integer Linear Programming Formulations for Dependency Parsing
We formulate the problem of nonprojective dependency parsing as a polynomial-sized integer linear program. Our formulation is able to handle non-local output features in an effici...
André L. Martins, Noah A. Smith, Eric P. Xi...
COLING
2010
14 years 11 months ago
Joint Parsing and Translation
Tree-based translation models, which exploit the linguistic syntax of source language, usually separate decoding into two steps: parsing and translation. Although this separation ...
Yang Liu, Qun Liu
COLING
2010
14 years 11 months ago
Detecting Speech Repairs Incrementally Using a Noisy Channel Approach
Unrehearsed spoken language often contains disfluencies. In order to correctly interpret a spoken utterance, any such disfluencies must be identified and removed or otherwise deal...
Simon Zwarts, Mark Johnson, Robert Dale
COLING
2010
14 years 11 months ago
Unsupervised cleansing of noisy text
In this paper we look at the problem of cleansing noisy text using a statistical machine translation model. Noisy text is produced in informal communications such as Short Message...
Danish Contractor, Tanveer A. Faruquie, L. Venkata...
ACL
2012
13 years 7 months ago
Syntactic Annotations for the Google Books NGram Corpus
We present a new edition of the Google Books Ngram Corpus, which describes how often words and phrases were used over a period of five centuries, in eight languages; it reflects...
Yuri Lin, Jean-Baptiste Michel, Erez Aiden Lieberm...