AlexMoreo/learning-to-weight

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Created over 6 years ago
Updated over 6 years ago

AlexMoreo/learning-to-weight

AlexMoreo

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A NN-based framework for learning to weight terms in text classification, along the lines of Supervised Term Weighting

tensorflow-Text2Vis

A Tensorflow implementation of the Tex2Vis neural network, tha applies a new StochasticLoss criterion to learn a mapping from textual descriptions to images.

word-class-embeddings

Refining pre-trained word embeddings with supervised word-label embeddings for Text Classification (by topic)

pydci

A Python implementation of the Distributional Correspondence Indexing algorithm

funnelling

funnelling polylingual

diff-vectors

Diff-Vectors for Authorship Analysis

WNDomains

A simple API around WNDomains

pydro

A Python reimplementation of the Distributional Random Oversampling method for binary text classification

inntt

Allows to modify on the fly some learned parameters (e.g., the learning rate, weight decay) when training a neural network in Torch.

cl-quant

dante-verification

Code to reproduce the experiments of "The Epistle to Cangrande Through the Lens of Computational Authorship Verification"