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Denis Emelin's Projects

babelnetpy icon babelnetpy

A python 3 interface for BabelNet https://babelnet.org/

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

detecting_wsd_biases_for_nmt icon detecting_wsd_biases_for_nmt

Repository containing the experimental code for the publication 'Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks' (Emelin, Denis, Ivan Titov, and Rico Sennrich, EMNLP 2020).

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

idgan icon idgan

Information density reduction using generative adversarial networks

learning-pytorch icon learning-pytorch

Toy exercises completed purely for fun as part of exploring and learning pyTorch.

moral_stories icon moral_stories

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

nematode icon nematode

NEMATODE is a light-weight neural machine translation toolkit built around the transformer model. Implemented in TensorFlow.

nematus icon nematus

Open-Source Neural Machine Translation in Theano

noise-contrastive-estimation-nce-for-pytorch icon noise-contrastive-estimation-nce-for-pytorch

Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation principle for unnormalized statistical models." (Gutmann and Hyvarinen, AISTATS 2010)

sct_fairseq icon sct_fairseq

Re-implementation of the Shortcut Transformer in fairseq and the accompanying experimental code.

starter-academic icon starter-academic

🎓 Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify

transformer_lexical_shortcuts icon transformer_lexical_shortcuts

Codebase accompanying the paper 'Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts', (Emelin, Denis, Ivan Titov, and Rico Sennrich, Fourth Conference on Machine Translation, Florence, 2019.)

wino-x icon wino-x

Supplementary materials for the paper "Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution" (Emelin et al., 2021)

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