Search Results for author: Paolo Tirotta

Found 2 papers, 2 papers with code

Multilevel Sentence Embeddings for Personality Prediction

1 code implementation • 9 May 2023 • Paolo Tirotta, Akira Yuasa, Masashi Morita

Representing text into a multidimensional space can be done with sentence embedding models such as Sentence-BERT (SBERT).

Sentence Sentence Embedding +1

Paper
Code

OptAGAN: Entropy-based finetuning on text VAE-GAN

1 code implementation • 1 Sep 2021 • Paolo Tirotta, Stefano Lodi

We benchmark the results of the VAE-GAN model, and show the improvements brought by our RL finetuning on three widely used datasets for text generation, with results that greatly surpass the current state-of-the-art for the quality of the generated texts.

Decoder Reinforcement Learning (RL) +2

Paper
Code

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