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    Chapter and Conference Paper

    MUMOR: A Multimodal Dataset for Humor Detection in Conversations

    Humor detection attracts increased attention in natural language processing for its potential applications. Prior work focus on analyzing humor on isolated, textual data, but humor usually comes from the inter...

    Jiaming Wu, Hongfei Lin, Liang Yang, Bo Xu in Natural Language Processing and Chinese Co… (2021)

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    Chapter and Conference Paper

    Metaphor Recognition and Analysis via Data Augmentation

    Metaphoric expression is widespread and frequently used to convey emotions. When it comes to metaphor recognition and analysis, there are still not enough samples for these tasks. In this study, we target on r...

    Liang Yang, **gjie Zeng, Shuqun Li in Natural Language Processing and Chinese Co… (2021)

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    Chapter and Conference Paper

    Context-Aware and Data-Augmented Transformer for Interactive Argument Pair Identification

    Interactive argument identification is an important research field in dialogical argumentation mining. This task aims to identify the argument pairs with the interactive relationship in the online forum. In th...

    Yuanling Geng, Shuqun Li, Fan Zhang in Natural Language Processing and Chinese Co… (2021)

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    Chapter and Conference Paper

    Homographic Puns Recognition Based on Latent Semantic Structures

    Homographic puns have a long history in human writing, being a common source of humor in jokes and other comedic works. It remains a difficult challenge to construct computational models to discover the latent...

    Yufeng Diao, Liang Yang, Dongyu Zhang in Natural Language Processing and Chinese Co… (2018)

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    Chapter and Conference Paper

    Extraction New Sentiment Words in Weibo Based on Relative Branch Entropy

    There are a lot of new sentiment words appear in Weibo platform every day in the web2.0. As the unpredictable polarity of massive new words are detrimental to sentiment analysis for Weibo, hence how to extract...

    Liang Yang, Dongyu Zhang, Shaowu Zhang, Peng Fei, Hongfei Lin in Information Retrieval (2018)

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    Chapter and Conference Paper

    Ensemble of Neural Networks with Sentiment Words Translation for Code-Switching Emotion Detection

    Emotion detection in code-switching texts aims to identify the emotion labels of text which contains more than one language. The difficulties of this task include problems in bridging the gap between languages...

    Tianchi Yue, Chen Chen, Shaowu Zhang in Natural Language Processing and Chinese Co… (2018)

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    Chapter and Conference Paper

    NLPCC 2017 Shared Task Social Media User Modeling Method Summary by DUTIR_923

    User attribute classification plays an important role in the Internet advertising, public opinion monitoring. While the user points of interest prediction helps the online social media services creating more v...

    Dongzhen Wen, Liang Yang, HengChao Li in Natural Language Processing and Chinese Co… (2018)

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    Chapter and Conference Paper

    Construction and Application of Chinese Emotional Corpus

    Text affective computing or sentiment analysis is an important research domain for natural language process, and it requires a large-scale emotion corpus, which can significantly support emotion classification...

    Liang Yang, Hongfei Lin in Chinese Lexical Semantics (2013)