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Fine Grained Human Evaluation for English-to-Chinese Machine Translation: A Case Study on Scientific Text ...
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Exploiting the Unique Expression for Improved Sentiment Analysis in Software Engineering Text ...
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Abstract:
Sentiment analysis on software engineering (SE) texts has been widely used in the SE research, such as evaluating app reviews or analyzing developers sentiments in commit messages. To better support the use of automated sentiment analysis for SE tasks, researchers built an SE-domain-specified sentiment dictionary to further improve the accuracy of the results. Unfortunately, recent work reported that current mainstream tools for sentiment analysis still cannot provide reliable results when analyzing the sentiments in SE texts. We suggest that the reason for this situation is because the way of expressing sentiments in SE texts is largely different from the way in social network or movie comments. In this paper, we propose to improve sentiment analysis in SE texts by using sentence structures, a different perspective from building a domain dictionary. Specifically, we use sentence structures to first identify whether the author is expressing her sentiment in a given clause of an SE text, and to further adjust ...
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Keyword:
FOS Computer and information sciences; Software Engineering cs.SE
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URL: https://arxiv.org/abs/2103.13154 https://dx.doi.org/10.48550/arxiv.2103.13154
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"Reskilling" through self-representation: Digital story-telling as an alternative English Experience for Chinese International Students in Australia
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SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression ...
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LinearFold: linear-time approximate RNA folding by 5'-to-3' dynamic programming and beam search ...
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Algorithm for Optimized mRNA Design Improves Stability and Immunogenicity ...
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LinearFold: linear-time approximate RNA folding by 5'-to-3' dynamic programming and beam search
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