This repo is the official megengine implementation of the ECCV2022 paper: Efficient One Pass Self-distillation with Zipf's Label Smoothing.
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Updated
Oct 19, 2022 - Python
This repo is the official megengine implementation of the ECCV2022 paper: Efficient One Pass Self-distillation with Zipf's Label Smoothing.
Additional C++11 Random Distributions
Code for the paper "Sampling strategies in Siamese Networks for unsupervised speech representation learning" Interspeech 2018
An experiment to demonstrate the biases and predictability of our world.
Confirming that Zipf's Law is real and amazing
Paper about the generation of random numbers distributed according to the Zipf-Mandelbrot law
Language Modelling for various corpora, Natural Language Generation using LMs, Corpus Statistics Visualization
Assigmnents of CL
Zipf's law has been proven on the Turkish and English versions of Harry Potter and the Philosopher's Stone.
Persian Search Engine, Project of Information Retrieval Course
Reimplementation of Manin (2008)'s models of lexical-semantic evolution
Implementation of unigram/bigram language models, noisy channel and pointwise mutual information for natural language processing.
Stopword Analysis on Text Mining - With dataset from Kaggle: https://www.kaggle.com/nltkdata/web-text-corpus
This package implements the threshold algorithm for decimation and collapsing of time series. If use, please cite: "Torre, I. G., Luque, B., Lacasa, L., Luque, J., & Hernández-Fernández, A. (2017). Emergence of linguistic laws in human voice. Scientific reports, 7, 43862."
This is a simple tool for text dataset analysis and multiple datasets comparison. Keywords: corpus, text dataset, text distribution, part-of-speech(pos), zipf's-law, distinct value, concreteness
Does Zipf's Law apply to music?
This the code of my bachelor thesis with the CG2 lab in the university of Crete.
university project -- Computational linguistics subject
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