Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Go to Project Site Knowledge Reasoning NeurIPS 2022 Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Reasoning Manling Li Assistant Professor I study multimodal knowledge extraction and reasoning.