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Question Answering

81 directly classified papers

Papers per year

Papers

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ACL 2025
Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025
Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025
FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025
TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos ACL 2025
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling ACL 2025
Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts ACL 2025
ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts EMNLP 2025
Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning AAAI 2024
Object-Aware Adaptive-Positivity Learning for Audio-Visual Question Answering AAAI 2024
Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering AAAI 2024
MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning ACL 2024
GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation CVPR 2024
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture EMNLP 2024
Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA CVPR 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024
***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models EMNLP 2024
Learning Musical Representations for Music Performance Question Answering EMNLP 2024
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models CVPR 2024
GRAM: Global Reasoning for Multi-Page VQA CVPR 2024
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation ACL 2024
DeVAn: Dense Video Annotation for Video-Language Models ACL 2024