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1
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims ...
Abstract: One key consequence of the information revolution is a significant increase and a contamination of our information supply. The practice of fact checking won't suffice to eliminate the biases in text data we observe, as the degree of factuality alone does not determine whether biases exist in the spectrum of opinions visible to us. To better understand controversial issues, one needs to view them from a diverse yet comprehensive set of perspectives. For example, there are many ways to respond to a claim such as "animals should have lawful rights", and these responses form a spectrum of perspectives, each with a stance relative to this claim and, ideally, with evidence supporting it. Inherently, this is a natural language understanding task, and we propose to address it as such. Specifically, we propose the task of substantiated perspective discovery where, given a claim, a system is expected to discover a diverse set of well-corroborated perspectives that take a stance with respect to the claim. Each ... : In Proceedings of the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2019) ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1906.03538
https://arxiv.org/abs/1906.03538
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2
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms
In: Transactions of the Association for Computational Linguistics (2018)
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3
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs
Isabelle, Pierre; Bender, Emily M.; Schütze, Hinrich. - : Ludwig-Maximilians-Universität München, 2018
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4
Discriminative Phrase Embedding for Paraphrase Identification ...
Yin, Wenpeng; Schütze, Hinrich. - : arXiv, 2016
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5
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs ...
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6
Deep Learning Embeddings for Discontinuous Linguistic Units ...
Yin, Wenpeng; Schütze, Hinrich. - : arXiv, 2013
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