knowledge-based reasoning

Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities EACL 2026 M3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering ACL 2026 Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question Answering EACL 2026 WiseEdit: Benchmarking Cognition- and Creativity-Informed Image Editing CVPR 2026 EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs COLING 2025 Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025 SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks AAAI 2025 Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA EMNLP 2024 Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024 Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering ACL 2024 Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning AAAI 2024 A Simple Baseline for Knowledge-Based Visual Question Answering EMNLP 2023 MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023 MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-Based Visual Question Answering CVPR 2022 Video Question Answering: Datasets, Algorithms and Challenges EMNLP 2022 KnowIT VQA: Answering Knowledge-Based Questions about Videos AAAI 2020 OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge CVPR 2019 Explicit Knowledge-based Reasoning for Visual Question Answering IJCAI 2017