Redundancy Detection in ESL Writings
Redundancy Detection in ESL Writings
复制标题
DOI：
10.3115/v1/e14-1072
复制
发表时间：
2014-04
期刊：
影响因子：
--
通讯作者：
Huichao Xue;R. Hwa
中科院分区：
文献类型：
--
作者：
Huichao Xue;R. Hwa
本文对英语写作中的冗余检测进行了研究。我们提出了一种方法，对给定句子中可能冗余的单词和短语给予高分。该测量由两个部分组成：一个是用语言模型捕捉流利度；另一种方法是基于分析单词及其翻译之间的一致性来获取意义保存。实验表明，该方法的测量精度是随机基线的5倍。
This paper investigates redundancy detection in ESL writings. We propose a measure that assigns high scores to words and phrases that are likely to be redundant within a given sentence. The measure is composed of two components: one captures fluency with a language model; the other captures meaning preservation based on analyzing alignments between words and their translations. Experiments show that the proposed measure is five times more accurate than the random baseline.