SGER: Collaborative Research: Exploring the Role of Word Senses in Subjectivity Analysis

题目：SGER：合作研究：探索词义在主体性分析中的作用主体性和情感分析的方法通常依赖于手动或自动构建的词汇。大多数这样的词典都是作为单词列表编纂的，而不是单词的含义（意思）。然而，许多词具有主观和客观的双重含义，这是主观性和情感分析中歧义的主要来源。这个探索性研究项目的目标是通过研究主体性感官标记的新方法，并利用感官意识主体性分析的结果来解决这一差距。具体来说，该项目有两个研究目标。第一个目标是开发新的方法来分配主观性标签的词义在一个分类法。第二个目标是探索上下文主观性消歧技术，有效地利用词义主观性注释。通过实现这些目标，本项目有望有助于理解主体性、词义和上下文主体性分析之间的联系，这将成为该领域继续研究工作的基石。在这个项目中创建的资源将提供给研究社区，这将有助于推进自动情感和主观性分析的艺术状态。

Title: SGER: Collaborative Research: Exploring the Role of Word Senses in Subjectivity AnalysisApproaches to subjectivity and sentiment analysis often rely on manually or automatically constructed lexicons. Most such lexicons are compiled as lists of words, rather than word meanings (senses). However, many words have both subjective and objective senses, which is a major source of ambiguity in subjectivity and sentiment analysis.The goal of this exploratory research project is to address this gap, by investigating novel methods for subjectivity sense labeling, and exploiting the results in sense-aware subjectivity analysis. Specifically, the project targets two research objectives. The first objective is to develop new methods for assigning subjectivity labels to word senses in a taxonomy. The second objective is to explore contextual subjectivity disambiguation techniques that will effectively make use of the word sense subjectivity annotations. By achieving these objectives, the project is expected to contribute to the understanding of the connections among subjectivity, word senses, and contextual subjectivity analysis, which will serve as a stepping stone for continued research efforts in this area.The resources created in this project will be made available to the research community, which will help advance the state of the art in automatic sentiment and subjectivity analysis.