Let’s Go Shopping (LGS) – Web-Scale Image-Text Dataset for Visual Concept Understanding = UCB, NYU, Scale AI

dataset created in e-commerce context

alt-text is usually less informative.

taxonomy end leaves - socks, bags etc

MAE - masked certain pixels then reconstruct

text-to-image generation : stable diffusion text-to-image generation method

Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers - Google, Tel Aviv

QA levels of granularity. GRANOLA QA.

BLUERT score

Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding - from Google, UCSD

LLM, semantics from free-from question and semi-structured tabular data. performance on WikiTQ, FeTaQA, TabFact

Repeat chains, which include Operation steps, such as adding column header, cells