Reasoning
While image generation techniques are now capable of producing high quality images that respect prompts which span multiple sentences, …
Understanding diverse web data and automating web development presents an exciting challenge for agentic AI. While existing benchmarks …
Understanding diverse web data and automating web development presents an exciting challenge for agentic AI. While existing benchmarks …
Decoder-only Transformers often struggle with complex reasoning tasks, particularly arithmetic reasoning requiring multiple sequential …
Numerous decision-making tasks require estimating causal effects under interventions on different parts of a system. As practitioners …
Text-conditioned image generation models have recently shown immense qualitative success using denoising diffusion processes. However, …
Embodied agents face significant challenges when tasked with performing actions in diverse environments, particularly in generalizing …
We propose an interpretable local surrogate (ILS) method for understanding the predictions of black-box graph models. Explainability …
Imagination is a crucial aspect of human intelligence that enables us to combine concepts in novel ways and make sense of new …
Embedding-based methods for reasoning in knowledge hypergraphs learn a representation for each entity and relation. Current methods do …