Hybrid Conceptual and Statistical Measure for Semantic Textual Similarity Evaluation

机译：语义文本相似度评估的混合概念和统计量度

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摘要

We propose in this paper an improved methodology to evaluate semantic textual similarity between two sentences. Our model associates semantic and statistical information by means of a chunking parser in such a way that the combination is inherently integrated to the overall system. Evaluation results with SemEval 2016 sentence data sets are encouraging.

机译：我们在本文中提出了一种改进的方法来评估两个句子之间的语义文本相似性。我们的模型通过分块解析器将语义和统计信息相关联，从而使组合固有地集成到整个系统中。 SemEval 2016句子数据集的评估结果令人鼓舞。

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《International workshop on future and emergent trends in language technology》|2017年|148-157|共10页
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Alejandro Tarafa Guzman; Ademar Ferreira;
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Semantic textual similarity; Chunking parser; Semantic similarity; N-gram similarity; WordNet;

机译：语义上的文本相似性;分块解析器;语义相似度; N-gram相似度;词网;

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1. Towards a hybrid semantic similarity measure to set the conceptual relatedness in a hierarchy [J] . Djamel Nessah, Okba Kazar, Aiecha-Nabila Benharkat International journal of metadata, semantics and ontologies . 2016,第3期

机译：迈向混合语义相似性度量以设置层次结构中的概念相关性
2. Word Embedding based Textual Semantic Similarity Measure in Bengali [J] . MD. Asif Iqbal, Omar Sharif, Mohammed Moshiul Hoque, Procedia Computer Science . 2021,第a期

机译：孟加拉语嵌入基于文本语义相似度量的词
3. An angle-based method for measuring the semantic similarity between visual and textual features [J] . Tang Chenwei, Lv Jiancheng, Chen Yao, Soft computing: A fusion of foundations, methodologies and applications . 2019,第12期

机译：一种基于角度的测量视觉和文本特征之间的语义相似性的方法
4. Hybrid Conceptual and Statistical Measure for Semantic Textual Similarity Evaluation [C] . Alejandro Tarafa Guzman, Ademar Ferreira International Workshop on Future and Emerging Trends in Language Technology . 2017

机译：混合概念和语义文本相似性评估的统计措施
5. The geographical analog engine: Hybrid numeric and semantic similarity measures for U.S. cities. [D] . Banchuen, Tawan. 2008

机译：地理模拟引擎：适用于美国城市的混合数字和语义相似性度量。
6. Sherlock: A Semi-automatic Framework for Quiz Generation Using a Hybrid Semantic Similarity Measure [O] . Chenghua Lin, Dong Liu, Wei Pang, -1

机译：Sherlock：使用混合语义相似性测度生成测验的半自动框架
7. BIT at SemEval-2017 Task 1: Using Semantic Information Space to Evaluate Semantic Textual Similarity [O] . Hao Wu, Heyan Huang, Ping Jian, 2017

机译：Semeval-2017任务1：使用语义信息空间来评估语义文本相似性

Hybrid Conceptual and Statistical Measure for Semantic Textual Similarity Evaluation

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