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

WebQA: Multihop and Multimodal QA CVPR 2022
OpenCQA: Open-ended Question Answering with Charts EMNLP 2022
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL 2022
Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval EMNLP 2022
FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework ACL 2022
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue EMNLP 2022
Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding EMNLP 2022
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? EMNLP 2022
MERLOT: Multimodal Neural Script Knowledge Models NIPS 2021
UniT: Multimodal Multitask Learning With a Unified Transformer ICCV 2021
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021
Explainable Video Entailment With Grounded Visual Evidence ICCV 2021
Visual Goal-Step Inference using wikiHow EMNLP 2021
Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering NIPS 2021
Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision ICCV 2021
Violin: A Large-Scale Dataset for Video-and-Language Inference CVPR 2020
KnowIT VQA: Answering Knowledge-Based Questions about Videos AAAI 2020
Cross-Modality Relevance for Reasoning on Language and Vision ACL 2020
Towards VQA Models That Can Read CVPR 2019
Stacked Latent Attention for Multimodal Reasoning CVPR 2018
Dual Attention Networks for Multimodal Reasoning and Matching CVPR 2017
Graph-Structured Representations for Visual Question Answering CVPR 2017