no code implementations • 13 May 2024 • Mubashara Akhtar, Chenxi Pang, Andreea Marzoca, Yasemin Altun, Julian Martin Eisenschlos
Language models, potentially augmented with tool usage such as retrieval are becoming the go-to means of answering questions.
no code implementations • 12 Jan 2024 • Parag Jain, Andreea Marzoca, Francesco Piccinno
We introduce a taxonomy of problems around factuality, global and local structure, common to both modalities and propose a set of critiques to tackle these issues resulting in an absolute improvement in accuracy of +37pp (79%) for mind maps and +15pp (78%) for tables.