conftrace_

multimodal reasoning

197 papers

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Co-occurring keywords

vision-language model (2348) multimodal learning (4645) visual question answering (1017) large language model (13587) multimodal large language model (966) visual reasoning (493) benchmark evaluation (1556) chain-of-thought reasoning (551) vision language model (767) video understanding (1658)

Papers

Don’t Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models ACL 2024
MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024
MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024
Question Aware Vision Transformer for Multimodal Reasoning CVPR 2024
Towards Low-Resource Harmful Meme Detection with LMM Agents EMNLP 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models ACL 2024
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NIPS 2024
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024
COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering AAAI 2023
Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023
Show, Interpret and Tell: Entity-Aware Contextualised Image Captioning in Wikipedia AAAI 2023
VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023
UniMath: A Foundational and Multimodal Mathematical Reasoner EMNLP 2023
Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering CVPR 2023
Variational Causal Inference Network for Explanatory Visual Question Answering ICCV 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NIPS 2023
Language Is Not All You Need: Aligning Perception with Language Models NIPS 2023
ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense EMNLP 2023
Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023
Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models ICCV 2023
HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes ACL 2022
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents AAAI 2022
Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding CVPR 2022