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hierarchical reasoning

41 papers

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Co-occurring keywords

graph neural network (3962) large language model (13587) knowledge graph (1837) question answering (2963) vision-language model (2348) multi-hop reasoning (423) probabilistic reasoning (50) retrieval-augmented generation (1592) multi-hop question answering (118) commonsense reasoning (506)

Papers

Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension COLING 2022
DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering EMNLP 2022
HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering ICCV 2021
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones NIPS 2021
Bottom-Up Shift and Reasoning for Referring Image Segmentation CVPR 2021
Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference ICCV 2021
Step-Wise Hierarchical Alignment Network for Image-Text Matching IJCAI 2021
A Persistent Spatial Semantic Representation for High-level Natural Language Instruction Execution CORL 2021
Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021
Hierarchical Human Parsing With Typed Part-Relation Reasoning CVPR 2020
Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020
Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning IJCAI 2020
Benchmarking Hierarchical Script Knowledge NAACL 2019
Layout-Graph Reasoning for Fashion Landmark Detection CVPR 2019
Focal Visual-Text Attention for Visual Question Answering CVPR 2018
Multi-Agent Filtering with Infinitely Nested Beliefs NIPS 2008