compositional reasoning

An Examination of the Compositionality of Large Generative Vision-Language Models NAACL 2024 ClevrSkills: Compositional Language And Visual Reasoning in Robotics NeurIPS 2024 CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models ICLR 2024 Compositional Chain-of-Thought Prompting for Large Multimodal Models CVPR 2024 ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NeurIPS 2024 Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding CVPR 2024 CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples ACL 2024 CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding ICLR 2024 Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models NeurIPS 2024 Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing NeurIPS 2024 Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding EMNLP 2024 Investigating Compositional Challenges in Vision-Language Models for Visual Grounding CVPR 2024 Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024 Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios NeurIPS 2024 NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples NeurIPS 2024 Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality EMNLP 2024 Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs EMNLP 2024 Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning ACL 2024 Simple Token-Level Confidence Improves Caption Correctness WACV 2024 TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives NeurIPS 2024 Understanding and Patching Compositional Reasoning in LLMs ACL 2024 VISREAS: Complex Visual Reasoning with Unanswerable Questions ACL 2024 Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models CVPR 2024 3D-Aware Visual Question Answering about Parts, Poses and Occlusions NeurIPS 2023 ANetQA: A Large-Scale Benchmark for Fine-Grained Compositional Reasoning Over Untrimmed Videos CVPR 2023