Spelling error correction with soft-masked BERT
Spelling error correction is an important yet challenging task because a satisfactory solution
of it essentially needs human-level language understanding ability. Without loss of …
of it essentially needs human-level language understanding ability. Without loss of …
PLOME: Pre-training with misspelled knowledge for Chinese spelling correction
S Liu, T Yang, T Yue, F Zhang… - Proceedings of the 59th …, 2021 - aclanthology.org
Chinese spelling correction (CSC) is a task to detect and correct spelling errors in texts. CSC
is essentially a linguistic problem, thus the ability of language understanding is crucial to this …
is essentially a linguistic problem, thus the ability of language understanding is crucial to this …
Counterfactual estimation and optimization of click metrics in search engines: A case study
Optimizing an interactive system against a predefined online metric is particularly
challenging, especially when the metric is computed from user feedback such as clicks and …
challenging, especially when the metric is computed from user feedback such as clicks and …
[PDF][PDF] Correcting Chinese spelling errors with phonetic pre-training
Chinese spelling correction (CSC) is an important yet challenging task. Existing state-ofthe-
art methods either only use a pre-trained language model or incorporate phonological …
art methods either only use a pre-trained language model or incorporate phonological …
The past mistake is the future wisdom: Error-driven contrastive probability optimization for Chinese spell checking
Chinese Spell Checking (CSC) aims to detect and correct Chinese spelling errors, which are
mainly caused by the phonological or visual similarity. Recently, pre-trained language …
mainly caused by the phonological or visual similarity. Recently, pre-trained language …
A hybrid approach to automatic corpus generation for Chinese spelling check
Chinese spelling check (CSC) is a challenging yet meaningful task, which not only serves as
a preprocessing in many natural language processing (NLP) applications, but also facilitates …
a preprocessing in many natural language processing (NLP) applications, but also facilitates …
A survey of query auto completion in information retrieval
F Cai, M De Rijke - Foundations and Trends® in Information …, 2016 - nowpublishers.com
In information retrieval, query auto completion (QAC), also known as typeahead [Xiao et al.,
2013, Cai et al., 2014b] and auto-complete suggestion [Jain and Mishne, 2010], refers to the …
2013, Cai et al., 2014b] and auto-complete suggestion [Jain and Mishne, 2010], refers to the …
CRASpell: A contextual typo robust approach to improve Chinese spelling correction
S Liu, S Song, T Yue, T Yang, H Cai… - Findings of the …, 2022 - aclanthology.org
Recently, Bert-based models have dominated the research of Chinese spelling correction
(CSC). These methods have two limitations:(1) they have poor performance on multi-typo …
(CSC). These methods have two limitations:(1) they have poor performance on multi-typo …
MDCSpell: A multi-task detector-corrector framework for Chinese spelling correction
Abstract Chinese Spelling Correction (CSC) is a task to detect and correct misspelled
characters in Chinese texts. CSC is challenging since many Chinese characters are visually …
characters in Chinese texts. CSC is challenging since many Chinese characters are visually …
Online spelling correction for query completion
H Duan, BJ Hsu - Proceedings of the 20th international conference on …, 2011 - dl.acm.org
In this paper, we study the problem of online spelling correction for query completions.
Misspelling is a common phenomenon among search engines queries. In order to help …
Misspelling is a common phenomenon among search engines queries. In order to help …