Deep Learning Paper Recap - Diffusion and Transformer Models
This week’s Deep Learning Paper Reviews is Diffusion-LM Improves Controllable Text Generation and Sparsifying Transformer Models with Trainable Representation Pooling.
Dillon Pulliam
Deep Learning Researcher at AssemblyAI
Review – TOXIGEN & Knowledge Distillation Meets Open-Set Semi-Supervised Learning
This week’s Deep Learning Paper Reviews are TOXIGEN: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection and Knowledge Distillation Meets Open-Set Semi-Supervised Learning.
Review - Perceiver: General Perception with Iterative Attention
This week’s Deep Learning Paper Review is Perceiver: General Perception with Iterative Attention.
Review - SimCLS and RefSum - Summarization Techniques
This week’s Deep Learning research papers are SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization and RefSum: Refactoring Neural Summarization.
New: Improved Topic Detection and IAB Classification
We’re excited to release a major accuracy improvement to our Topic Detection feature, which can accurately predict the topics spoken in audio/video files.