Latent Vectors
material
ID: latentvectors
Related Papers
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
AbstractWhen trained effectively, the Variational Autoencoder (VAE) can be both a powerful generative model and an effective representation learning framework for natural language. In this paper, we propose the first …...
Extracting Latent Steering Vectors from Pretrained Language Models
AbstractPrior work on controllable text generation has focused on learning how to control language models through trainable decoding, smart-prompt design, or fine-tuning based on a desired objective. We hypothesize that …...
Contextual Knowledge Learning for Dialogue Generation
AbstractIncorporating conversational context and knowledge into dialogue generation models has been essential for improving the quality of the generated responses. The context, comprising utterances from previous dialogue exchanges, is used …...