no code implementations • 1 Mar 2023 • Vishnu Sarukkai, Linden Li, Arden Ma, Christopher Ré, Kayvon Fatahalian
We seek to give users precise control over diffusion-based image generation by modeling complex scenes as sequences of layers, which define the desired spatial arrangement and visual attributes of objects in the scene.
1 code implementation • 18 Oct 2022 • Phillip Howard, Arden Ma, Vasudev Lal, Ana Paula Simoes, Daniel Korat, Oren Pereg, Moshe Wasserblat, Gadi Singer
The extraction of aspect terms is a critical step in fine-grained sentiment analysis of text.
no code implementations • EACL 2021 • Vasudev Lal, Arden Ma, Estelle Aflalo, Phillip Howard, Ana Simoes, Daniel Korat, Oren Pereg, Gadi Singer, Moshe Wasserblat
With the increasingly widespread use of Transformer-based models for NLU/NLP tasks, there is growing interest in understanding the inner workings of these models, why they are so effective at a wide range of tasks, and how they can be further tuned and improved.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)