no code implementations • EMNLP 2020 • Ramit Sawhney, Harshit Joshi, Saumya Gandhi, Rajiv Ratn Shah
Understanding the build-up of such ideation is critical for the identification of at-risk users and suicide prevention.
1 code implementation • 22 Apr 2024 • Saumya Gandhi, Ritu Gala, Vijay Viswanathan, Tongshuang Wu, Graham Neubig
Recent work has studied prompt-driven synthetic data generation using large language models, but these generated datasets tend to lack complexity and diversity.
1 code implementation • 9 Jul 2023 • Saumya Gandhi, Ritu Gala, Jonah Kornberg, Advaith Sridhar
Second, we introduce a novel pyramidal optimization strategy for the loss threshold - a hyperparameter specific to the Forward Forward method.