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multimodal question answering

28 papers

MULTIMODAL QA MQA

Papers

Afri-MCQA: Multimodal Cultural Question Answering for African Languages ACL 2026 GeoMMBench and GeoMMAgent: Toward Expert-Level Multimodal Intelligence in Geoscience and Remote Sensing CVPR 2026 MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025 QEVA: A Reference-Free Evaluation Metric for Narrative Video Summarization with Multimodal Question Answering EMNLP 2025 RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language EMNLP 2025 Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective IJCNLP 2025 Towards Multimodal Question Answering in Educational Domain IJCNLP 2025 What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025 WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts ACL 2025 DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024 MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ACL 2024 mForms : Multimodal Form Filling with Question Answering COLING 2024 MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024 OMG-QA: Building Open-Domain Multi-Modal Generative Question Answering Systems EMNLP 2024 SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ACL 2024 SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers NeurIPS 2024 EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images NeurIPS 2023 MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model EMNLP 2023 MPMQA: Multimodal Question Answering on Product Manuals AAAI 2023 SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph AAAI 2023 Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023 Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023 WebQA: Multihop and Multimodal QA CVPR 2022 ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020 Latent Alignment of Procedural Concepts in Multimodal Recipes ACL 2020