Survey on Interpretable Semantic Textual Similarity, and its Applications
نویسندگان
چکیده
منابع مشابه
Semantic Textual Similarity Methods, Tools, and Applications: A Survey
Measuring Semantic Textual Similarity (STS), between words/ terms, sentences, paragraph and document plays an important role in computer science and computational linguistic. It also has many applications over several fields such as Biomedical Informatics and Geoinformation. In this paper, we present a survey on different methods of textual similarity and we also reported about the availability...
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User acceptance of artificial intelligence agents might depend on their ability to explain their reasoning, which requires adding an interpretability layer that facilitates users to understand their behavior. This paper focuses on adding an interpretable layer on top of Semantic Textual Similarity (STS), which measures the degree of semantic equivalence between two sentences. The interpretabili...
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The final goal of Interpretable Semantic Textual Similarity (iSTS) is to build systems that explain which are the differences and commonalities between two sentences. The task adds an explanatory level on top of STS, formalized as an alignment between the chunks in the two input sentences, indicating the relation and similarity score of each alignment. The task provides train and test data on t...
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In this paper we present our system developed for the SemEval 2016 Task 2 Interpretable Semantic Textual Similarity along with the results obtained for our submitted runs. Our system participated in the subtasks predicting chunk similarity alignments for gold chunks as well as for predicted chunks. The Inspire system extends the basic ideas from last years participant NeRoSim, however we realiz...
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Through this project, we will explore Semantic Textual Similarity a shared task in Sem Eval 2012. The problem involves comparing a pair of sentences for semantic equivalence, reporting the equivalence on a scale of 0 5 with 0 meaning no equivalence and 5 meaning semantically equivalent. This task is more challenging than determining if the two sentences are paraphrases (a simple yes/no answer),...
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ژورنال
عنوان ژورنال: Regular Issue
سال: 2021
ISSN: 2278-3075
DOI: 10.35940/ijitee.b8294.0110321