Ilia Kulikov's starred repositories

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

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text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

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torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

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nevergrad

A Python toolbox for performing gradient-free optimization

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botorch

Bayesian optimization in PyTorch

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pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

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pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

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YouTokenToMe

Unsupervised text tokenizer focused on computational efficiency

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breast_cancer_classifier

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

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open_stt

Open STT

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SimCTG

[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation

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ocaml-torch

OCaml bindings for PyTorch

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drq

DrQ: Data regularized Q

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unlikelihood_training

Neural Text Generation with Unlikelihood Training

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naturalproofs

NaturalProofs: Mathematical Theorem Proving in Natural Language (NeurIPS 2021 Datasets & Benchmarks)

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good-translation-wrong-in-context

This is a repository with the data and code for the ACL 2019 paper "When a Good Translation is Wrong in Context: ..." and the EMNLP 2019 paper "Context-Aware Monolingual Repair for Neural Machine Translation"

lanmt

LaNMT: Latent-variable Non-autoregressive Neural Machine Translation with Deterministic Inference

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beyond-bleu

Python code for training models in the ACL paper, "Beyond BLEU:Training Neural Machine Translation with Semantic Similarity".

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pgn

Graph Nets in pytorch

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nmtlab

A Pytorch-based Neural Machine Translation Framework for Research

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unitary-scalarization-dmtl

In Defense of the Unitary Scalarization for Deep Multi-Task Learning

mgs

MLE-Guided Parameter Search (AAAI 2021)

dl4dial-mt-beam

Supplementary materials and code for Multi-Turn Beam Search

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