Denis Emelin (@demelin)
github

demelin

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  • Stars
    star
    179
  • Global Rank 133,584 (Top 5 %)
  • Followers 35
  • Following 24
  • Registered over 7 years ago
  • Most used languages
    Python
         100.0 %
  • Location πŸ‡¬πŸ‡§ United Kingdom
  • Country Total Rank 6,446
  • Country Ranking
    Python
         1,093

Top repositories

1

Sentence-similarity-classifier-for-pyTorch

Re-implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity." (AAAI, 2016)
Python
54
star
2

moral_stories

Data and code for the "Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences" (Emelin et al., 2021) paper.
Python
51
star
3

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)
Python
45
star
4

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.)
Python
11
star
5

nmt_toolkit

Materials for the second assignment of INFR 11157.
Python
7
star
6

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).
Python
4
star
7

Wino-X

Supplementary materials for the paper "Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution" (Emelin et al., 2021)
Python
4
star
8

Learning-pyTorch

Toy exercises completed purely for fun as part of exploring and learning pyTorch.
Python
1
star
9

Learning-Reinforcement-Learning-with-TensorFlow

Cleaned up code from deep reinforcement learning tutorials, replicated for personal practice.
Python
1
star
10

nematode

NEMATODE is a light-weight neural machine translation toolkit built around the transformer model. Implemented in TensorFlow.
Python
1
star