Evgenii Mikhailovich Indenbom

Title: Evgenii Mikhailovich Indenbom: Innovator in Natural Language Processing

Introduction

Evgenii Mikhailovich Indenbom is a prominent inventor based in Moscow, Russia. He has made significant contributions to the field of natural language processing, particularly through his innovative use of autoencoders in training text classifiers. With a total of 2 patents to his name, Indenbom continues to push the boundaries of technology.

Latest Patents

Indenbom's latest patents focus on systems and methods for using autoencoders for training natural language classifiers. One notable method involves producing a plurality of feature vectors that represent natural language texts from a text corpus. This corpus includes both annotated and un-annotated texts. The process entails training an autoencoder, represented by an artificial neural network, using these feature vectors. The autoencoder then generates an output from its hidden layer by processing a training dataset of annotated texts. Finally, a text classifier is trained to accept an input vector comprising the hidden layer's output, which yields a degree of association with specific text categories.

Career Highlights

Indenbom is currently employed at Abbyy Production LLC, where he applies his expertise in natural language processing. His work has been instrumental in developing advanced technologies that enhance the understanding and classification of text data.

Collaborations

Some of his notable coworkers include Konstantin Anisimovich and Ivan Ivanovich Ivashnev. Their collaborative efforts contribute to the innovative projects at Abbyy Production LLC.

Conclusion

Evgenii Mikhailovich Indenbom is a key figure in the realm of natural language processing, with a focus on utilizing autoencoders for text classification. His contributions and ongoing work continue to shape the future of this technology.