temporal reasoning

302 papers

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TR

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large language model (12755) video understanding (1647) question answering (2904) temporal knowledge graph (128) multimodal learning (4622) video question answering (195) knowledge graph (1795) benchmark evaluation (1539) graph neural network (3945) link prediction (620)

Papers

Learning To Anticipate Future With Dynamic Context Removal CVPR 2022

Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022

Revisiting the "Video" in Video-Language Understanding CVPR 2022

DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022

Learning Comprehensive Motion Representation for Action Recognition AAAI 2021

Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments ICCV 2021

Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021

Temporal and Object Quantification Networks IJCAI 2021

The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021

Probing Language Models for Understanding of Temporal Expressions EMNLP 2021

Improved Algorithms for Allen's Interval Algebra: a Dynamic Programming Approach IJCAI 2021

Qualitative Spatial and Temporal Reasoning: Current Status and Future Challenges IJCAI 2021

ChronoR: Rotation Based Temporal Knowledge Graph Embedding AAAI 2021

Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks AAAI 2021

Revealing Hidden Preconditions and Effects of Compound HTN Planning Tasks – A Complexity Analysis AAAI 2021

Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021

Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs ACL 2021

Temporal Reasoning on Implicit Events from Distant Supervision NAACL 2021

Neural Language Modeling for Contextualized Temporal Graph Generation NAACL 2021

Event Time Extraction and Propagation via Graph Attention Networks NAACL 2021

Generating Hypothetical Events for Abductive Inference ACL 2021

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue IJCNLP 2021

Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs IJCNLP 2021

Conditional Generation of Temporally-ordered Event Sequences IJCNLP 2021

Textual Time Travel: A Temporally Informed Approach to Theory of Mind EMNLP 2021