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cs.CL2022★ 1 cited
Multi-task Active Learning for Pre-trained Transformer-based Models
Guy Rotman, Roi Reichart
Multi-task learning, in which several tasks are jointly learned by a single model, allows NLP models to share information from multiple annotations and may facilitate better predic…
cs.LG2022★ 2 cited
Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies
Alon Berliner, Guy Rotman, Yossi Adi +2
Discrete variational auto-encoders (VAEs) are able to represent semantic latent spaces in generative learning. In many real-life settings, the discrete latent space consists of hig…