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Ivan Provilkov's Projects

bpe-dropout icon bpe-dropout

An official implementation of "BPE-Dropout: Simple and Effective Subword Regularization" algorithm.

deepspeare icon deepspeare

Code for Deep-speare: a joint neural model of poetic language, meter and rhyme

llm2vec icon llm2vec

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

msr icon msr

An official repository of "Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation"

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

pytextrank icon pytextrank

Python implementation of TextRank for text document NLP parsing and summarization

subword-nmt icon subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

the-story-of-heads icon the-story-of-heads

This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned"

whisperboard icon whisperboard

The open-source iOS app that's making quality voice transcription more accessible on mobile devices.

whisperkit icon whisperkit

Swift native on-device speech recognition with Whisper for Apple Silicon

wikiedits icon wikiedits

Automatic extraction of edited sentences from text edition histories.

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