demelin
PhD candidate at the University of Edinburgh, working on natural language processing (NMT, NLG, NLU). I do other stuff, too.
@EdinburghNLPEdinburgh, Scotland
Pinned Repositories
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).
Learning-pyTorch
Toy exercises completed purely for fun as part of exploring and learning pyTorch.
Learning-Reinforcement-Learning-with-TensorFlow
Cleaned up code from deep reinforcement learning tutorials, replicated for personal practice.
moral_stories
Data and code for the "Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences" (Emelin et al., 2021) paper.
nematode
NEMATODE is a light-weight neural machine translation toolkit built around the transformer model. Implemented in TensorFlow.
nmt_toolkit
Materials for the second assignment of INFR 11157.
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)
Sentence-similarity-classifier-for-pyTorch
Re-implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity." (AAAI, 2016)
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
Supplementary materials for the paper "Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution" (Emelin et al., 2021)
demelin's Repositories
demelin/Sentence-similarity-classifier-for-pyTorch
Re-implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity." (AAAI, 2016)
demelin/moral_stories
Data and code for the "Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences" (Emelin et al., 2021) paper.
demelin/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)
demelin/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.)
demelin/nmt_toolkit
Materials for the second assignment of INFR 11157.
demelin/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).
demelin/Wino-X
Supplementary materials for the paper "Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution" (Emelin et al., 2021)
demelin/Learning-pyTorch
Toy exercises completed purely for fun as part of exploring and learning pyTorch.
demelin/Learning-Reinforcement-Learning-with-TensorFlow
Cleaned up code from deep reinforcement learning tutorials, replicated for personal practice.
demelin/nematode
NEMATODE is a light-weight neural machine translation toolkit built around the transformer model. Implemented in TensorFlow.
demelin/ai-coding-exercises
(Partial) Reimplementations of AI papers
demelin/babelnetpy
A python 3 interface for BabelNet https://babelnet.org/
demelin/BIG-bench
Beyond the Imitation Game collaborative benchmark for enormous language models
demelin/demelin.github.io
Personal website.
demelin/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
demelin/Hackerrank-submissions
Selected submissions written for hackerrank.com, mostly for AI and ML exercises.
demelin/IDGAN
Information density reduction using generative adversarial networks
demelin/nematus
Open-Source Neural Machine Translation in Theano
demelin/sct_fairseq
Re-implementation of the Shortcut Transformer in fairseq and the accompanying experimental code.
demelin/starter-academic
🎓 Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify