multimodal reasoning

Step Differences in Instructional Video CVPR 2024 Towards Low-Resource Harmful Meme Detection with LMM Agents EMNLP 2024 Towards Robust Multi-Modal Reasoning via Model Selection ICLR 2024 T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering AAAI 2024 Vision-by-Language for Training-Free Compositional Image Retrieval ICLR 2024 VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NeurIPS 2024 WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NeurIPS 2024 A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues ACL 2023 Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023 COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering AAAI 2023 Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023 DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NeurIPS 2023 Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering CVPR 2023 ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023 Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ACL 2023 Language Is Not All You Need: Aligning Perception with Language Models NeurIPS 2023 Multimodal Analogical Reasoning over Knowledge Graphs ICLR 2023 Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models ICCV 2023 ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense EMNLP 2023 Show, Interpret and Tell: Entity-Aware Contextualised Image Captioning in Wikipedia AAAI 2023 UniMath: A Foundational and Multimodal Mathematical Reasoner EMNLP 2023 Variational Causal Inference Network for Explanatory Visual Question Answering ICCV 2023 VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023 DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents AAAI 2022 Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? EMNLP 2022