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While large language models have shown exciting progress on several NLP benchmarks, evaluating their ability for complex analogical reasoning remains under-explored.
Roberta: A robustly optimized bert pretraining approach
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Analogy and relational reasoning
Keith J Holyoak. 2013 · 2013
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Efficient estimation of word representations in vector space
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Ganesh Jawahar, Benoît Sagot, and Djamé Seddah. 2019 · 2019
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Pytorch: An imperative style, high-performance deep learning library
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Language models are unsupervised multitask learners
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A neural network approach to quote recommendation in writings
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Automated hate speech detection and the problem of offensive language
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Discovering discrete latent topics with neural variational inference
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Annotating similes in literary texts
Suzanne Mpouli. 2017 · 2017
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Neural metaphor detection in context
Ge Gao, Eunsol Choi, Yejin Choi, and Luke Zettlemoyer. 2018 · 2018
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Sentence-BERT: Sentence embeddings using Siamese BERT-networks
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Kevin Stowe, Sarah Moeller, Laura Michaelis, and Martha Palmer. 2019 · 2019
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ChID: A large-scale Chinese IDiom dataset for cloze test
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Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, Stéfan J. van der Walt, Matthew Brett, Joshua Wilson, K. Jarrod Millman, Nikolay Mayorov, Andrew R. J. Nelson, Eric Jones, Robert Kern, Eric Larson, CJ Carey, İlhan Polat, Yu Feng, Eric W. Moore, Jake Vand erPlas, Denis Laxalde, Josef Perktold, Robert Cimrman, Ian Henriksen, E. A. Quintero, Charles R Harris, Anne M. Archibald, Antônio H. Ribeiro, Fabian Pedregosa, Paul van Mulbregt, and SciPy 1.0 Contributors. 2020 · 2020
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Lingzhi Wang, Jing Li, Xingshan Zeng, Haisong Zhang, and Kam-Fai Wong. 2020 · 2020
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Neural simile recognition with cyclic multitask learning and local attention
Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, and Jiebo Luo. 2020 · 2020
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MERMAID: Metaphor generation with symbolism and discriminative decoding
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Metaphor generation with conceptual mappings
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