# Text Classification Algorithms: A Survey

@article{Kowsari2019TextCA, title={Text Classification Algorithms: A Survey}, author={Kamran Kowsari and Kiana Jafari Meimandi and Mojtaba Heidarysafa and Sanjana Mendu and Laura E. Barnes and Donald E. Brown}, journal={Information}, year={2019}, volume={10}, pages={150} }

- Published in Information 2019
DOI:10.3390/info10040150

In recent years, there has been an exponential growth in the number of complex documents and texts that require a deeper understanding of machine learning methods to be able to accurately classify texts in many applications. Many machine learning approaches have achieved surpassing results in natural language processing. The success of these learning algorithms relies on their capacity to understand complex models and non-linear relationships within data. However, finding suitable structures… CONTINUE READING

#### References

##### Publications referenced by this paper.

SHOWING 1-10 OF 247 REFERENCES

## The Random Projection Method

VIEW 5 EXCERPTS

HIGHLY INFLUENTIAL

## Spelling Correction for Text Documents in Bahasa Indonesia Using Finite State Automata and Levinshtein Distance Method

VIEW 5 EXCERPTS

HIGHLY INFLUENTIAL

## Recurrent Convolutional Neural Networks for Text Classification

VIEW 6 EXCERPTS

HIGHLY INFLUENTIAL

## word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method

VIEW 6 EXCERPTS

HIGHLY INFLUENTIAL

## Efficient Estimation of Word Representations in Vector Space

VIEW 8 EXCERPTS

HIGHLY INFLUENTIAL

## Visualizing Data using t-SNE

VIEW 4 EXCERPTS

HIGHLY INFLUENTIAL

## Efficient Algorithms for Learning to Play Repeated Games Against Computationally Bounded Adversaries

VIEW 4 EXCERPTS

HIGHLY INFLUENTIAL

## Enriching Word Vectors with Subword Information

VIEW 3 EXCERPTS

HIGHLY INFLUENTIAL

## HDLTex: Hierarchical Deep Learning for Text Classification

VIEW 3 EXCERPTS

HIGHLY INFLUENTIAL

#### Similar Papers

Loading similar papers…