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» Spelling Correction Using Context
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170
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IWUC
2004
15 years 1 months ago
On Uncertainty in Context-Aware Computing: Appealing to High-Level and Same-Level Context for Low-Level Context Verification
There is an inherent chasm between the real-world and the world that can be perceived by computer systems, yielding uncertainty and ambiguity in system perceived context, with cons...
Amir Padovitz, Seng Wai Loke, Arkady B. Zaslavsky
75
Voted
EMNLP
2010
14 years 10 months ago
Generating Confusion Sets for Context-Sensitive Error Correction
In this paper, we consider the problem of generating candidate corrections for the task of correcting errors in text. We focus on the task of correcting errors in preposition usag...
Alla Rozovskaya, Dan Roth
92
Voted
ACL
2004
15 years 1 months ago
Deep Dependencies from Context-Free Statistical Parsers: Correcting the Surface Dependency Approximation
We present a linguistically-motivated algorithm for reconstructing nonlocal dependency in broad-coverage context-free parse trees derived from treebanks. We use an algorithm based...
Roger Levy, Christopher D. Manning
93
Voted
DCC
2004
IEEE
16 years 3 days ago
Semi-Lossless Text Compression
A new notion, that of semi-lossless text compression, is introduced, and its applicability in various settings is investigated. First results suggest that it might be hard to explo...
Yair Kaufman, Shmuel T. Klein
109
Voted
ACL
2009
14 years 10 months ago
A Stochastic Finite-State Morphological Parser for Turkish
This paper presents the first stochastic finite-state morphological parser for Turkish. The non-probabilistic parser is a standard finite-state transducer implementation of two-le...
Hasim Sak, Tunga Güngör, Murat Saraclar