conftrace_

visual reasoning

493 papers

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Also known as

VR

Co-occurring keywords

multimodal learning (4645) vision-language model (2348) visual question answering (1017) multimodal large language model (966) large language model (13587) benchmark evaluation (1556) vision language model (767) question answering (2963) multi-modal learning (1278) video understanding (1658)

Papers

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning CVPR 2025
M-LLM Based Video Frame Selection for Efficient Video Understanding CVPR 2025
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025
Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR 2025
Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025
The Role of Visual Modality in Multimodal Mathematical Reasoning: Challenges and Insights ACL 2025
MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output CVPR 2025
StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts EMNLP 2025
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024
Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers ACL 2024
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NIPS 2024
Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding EMNLP 2024
Visual In-Context Learning for Large Vision-Language Models ACL 2024
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024
M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ACL 2024
Selective “Selective Prediction”: Reducing Unnecessary Abstention in Vision-Language Reasoning ACL 2024
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation CVPR 2024
Which One? Leveraging Context Between Objects and Multiple Views for Language Grounding NAACL 2024
EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models ACL 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024