Search Results for author: Zein Shaheen

Found 4 papers, 4 papers with code

FusionFrames: Efficient Architectural Aspects for Text-to-Video Generation Pipeline

1 code implementation22 Nov 2023 Vladimir Arkhipkin, Zein Shaheen, Viacheslav Vasilev, Elizaveta Dakhova, Andrey Kuznetsov, Denis Dimitrov

The first stage concerns keyframes synthesis to figure the storyline of a video, while the second one is devoted to interpolation frames generation to make movements of the scene and objects smooth.

SSIM Text-to-Video Generation +1

Zero-Shot Cross-Lingual Transfer in Legal Domain Using Transformer Models

1 code implementation28 Nov 2021 Zein Shaheen, Gerhard Wohlgenannt, Dmitry Mouromtsev

Also, Gradual unfreezing of pre-trained model's layers during training results in relative improvement of 38-45% for French and 58-70% for German.

Language Modelling Multi Label Text Classification +4

Large Scale Legal Text Classification Using Transformer Models

1 code implementation24 Oct 2020 Zein Shaheen, Gerhard Wohlgenannt, Erwin Filtz

Large multi-label text classification is a challenging Natural Language Processing (NLP) problem that is concerned with text classification for datasets with thousands of labels.

General Classification Language Modelling +3

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