Trustworthiness
Scalable Vector Graphics (SVGs) are vital for modern image rendering due to their scalability and versatility. Previous SVG generation …
Research on trust in AI is limited to several trustors (e.g., end-users) and trustees (especially AI systems), and empirical …
Scalable Vector Graphics (SVGs) are vital for modern image rendering due to their scalability and versatility. Previous SVG generation …
Vision and language models that can accurately understand both images and text are crucial for deeper document understanding. These …
Deployed machine learning systems require some mechanism to detect out-of-distribution (OOD) inputs. Existing research mainly focuses …
Retriever-augmented instruction-following models are attractive alternatives to fine-tuned approaches for information-seeking tasks …
With the widespread proliferation of AI systems, trust in AI is an important and timely topic to navigate. Researchers so far have …
Explainability and transparency of AI systems are undeniably important, leading to several research studies and tools addressing them. …
We outline three research directions towards the practical implementation of explainable, sensible and virtuous chatbots for the …
The artificial intelligence research community is continuing to grapple with the ethics of their work by encouraging researchers to …