most citedGenerate then Select: Open-ended Visual Question Answering Guided by World Knowledge

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cs.LG2024

Compositional Structures in Neural Embedding and Interaction Decompositions

Matthew Trager, Alessandro Achille, Pramuditha Perera +2

We describe a basic correspondence between linear algebraic structures within vector embeddings in artificial neural networks and conditional independence constraints on the probab…

cs.LG2023

À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting

Benjamin Bowman, Alessandro Achille, Luca Zancato +4

We introduce À-la-carte Prompt Tuning (APT), a transformer-based scheme to tune prompts on distinct data so that they can be arbitrarily composed at inference time. The individual…