Denis Emelin

https://demelin.github.io

@EdinburghNLP Edinburgh, Scotland PhD candidate at the University of Edinburgh, working on natural language processing (NMT, NLG, NLU). I do other stuff, too.

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Denis Emelin

Sentence-similarity-classifier-for-pyTorch

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23

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Re-implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity." (AAAI, 2016)

sentence-similarity-classifier

moral_stories

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7

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Data and code for the "Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences" (Emelin et al., 2021) paper.

commonsense-reasoning

natural-language-generation

natural-language-processing

Noise-Contrastive-Estimation-NCE-for-pyTorch

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Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation principle for unnormalized statistical models." (Gutmann and Hyva...

noise-contrastive-estimation