compositional reasoning

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NeurIPS 2023 Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality EMNLP 2023 Cola: A Benchmark for Compositional Text-to-image Retrieval NeurIPS 2023 CREPE: Can Vision-Language Foundation Models Reason Compositionally? CVPR 2023 DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking CVPR 2023 Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models NeurIPS 2023 Dense but Efficient VideoQA for Intricate Compositional Reasoning WACV 2023 Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers ACL 2023 Divide and Conquer: Answering Questions With Object Factorization and Compositional Reasoning CVPR 2023 Enhancing Visual Question Answering via Deconstructing Questions and Explicating Answers Interspeech 2023 Faith and Fate: Limits of Transformers on Compositionality NeurIPS 2023 FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023 Going Beyond Nouns With Vision & Language Models Using Synthetic Data ICCV 2023 Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023 SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables EMNLP 2023 Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023 Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions CVPR 2022 Hey AI, Can You Solve Complex Tasks by Talking to Agents? ACL 2022 KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022 Maintaining Reasoning Consistency in Compositional Visual Question Answering CVPR 2022 Measuring Compositional Consistency for Video Question Answering CVPR 2022 Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification EMNLP 2022 Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality CVPR 2022 AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning CVPR 2021 Bottom-Up Shift and Reasoning for Referring Image Segmentation CVPR 2021