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09/26/2022
Fast-FNet: Accelerating Transformer Encoder Models via Efficient Fourier Layers
Transformer-based language models utilize the attention mechanism for su...
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09/01/2022
Unsupervised Simplification of Legal Texts
The processing of legal texts has been developing as an emerging field i...
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08/26/2020
Multi-Label Sentiment Analysis on 100 Languages with Dynamic Weighting for Label Imbalance
We investigate cross-lingual sentiment analysis, which has attracted sig...
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07/22/2019
Quadruplet Selection Methods for Deep Embedding Learning
Recognition of objects with subtle differences has been used in many pra...
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04/25/2019
Deep Iterative Reconstruction for Phase Retrieval
Classical phase retrieval problem is the recovery of a constrained image...
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07/19/2018
Imparting Interpretability to Word Embeddings
As an ubiquitous method in natural language processing, word embeddings ...
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11/01/2017