MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences.
Jianing YangYongxin WangRuitao YiYuying ZhuAzaan RehmanAmir ZadehSoujanya PoriaLouis-Philippe MorencyPublished in: NAACL-HLT (2021)
Keyphrases
- language acquisition
- graph theory
- temporal patterns
- graph representation
- programming language
- human language
- temporal behavior
- hidden markov models
- time stamped
- human communication
- language learning
- graph model
- temporal information
- graph structure
- event sequences
- temporal data
- motion capture data
- human subjects
- random walk
- multi modal
- artificially intelligent
- dynamic logic
- rewriting rules
- motion history images
- temporal sequences
- pairwise
- temporal constraints
- directed graph
- sequential patterns
- spatial and temporal
- spatio temporal
- dynamic textures
- weighted graph
- temporal reasoning
- multimodal interaction
- human activities
- structured data
- natural language