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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 5 of 5 1 Improving Intrinsic Exploration with Language Abstractions ... Mu, Jesse; Zhong, Victor; Raileanu, Roberta. - : arXiv, 2022 BASE Show details 2 Compositional Explanations of Neurons ... Mu, Jesse; Andreas, Jacob. - : arXiv, 2020 BASE Show details 3 Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. ... Mu, Jesse; Yannakoudakis, Helen; Shutova, Ekaterina. - : Apollo - University of Cambridge Repository, 2019 BASE Show details 4 Learning Outside the Box: Discourse-level Features Improve Metaphor Identification ... Mu, Jesse; Yannakoudakis, Helen; Shutova, Ekaterina. - : arXiv, 2019 Abstract: Most current approaches to metaphor identification use restricted linguistic contexts, e.g. by considering only a verb's arguments or the sentence containing a phrase. Inspired by pragmatic accounts of metaphor, we argue that broader discourse features are crucial for better metaphor identification. We train simple gradient boosting classifiers on representations of an utterance and its surrounding discourse learned with a variety of document embedding methods, obtaining near state-of-the-art results on the 2018 VU Amsterdam metaphor identification task without the complex metaphor-specific features or deep neural architectures employed by other systems. A qualitative analysis further confirms the need for broader context in metaphor processing. ... : NAACL 2019; 6 pages; code available at https://github.com/jayelm/broader-metaphor; v2 updates affiliations and acknowledgments ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/1904.02246 https://dx.doi.org/10.48550/arxiv.1904.02246 BASE Hide details 5 Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. Mu, Jesse; Yannakoudakis, Helen; Shutova, Ekaterina. - : In Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics., 2019 BASE Show details

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