Vision and Language

Fine-grained Image Captioning with CLIP Reward

CLIP as reward function for fine-grained image captioning - *[Findings of NAACL 2022](https://2022.naacl.org/)*

MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding

A question answering benchmark on real-world news articles for multi-media and multi-hop reasoning - *[AAAI 2022](https://aaai.org/Conferences/AAAI-22/)*