[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
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Updated
Aug 31, 2023 - Python
[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
The official repo of TimeLlama, an instruction-finetuned Llama2 series that improve complex temporal reasoning ability.
Qualitative Reasoning: Spatio-Temporal Reasoning using Relation Algebras and Constraint Networks. Documentation is under construction at ReadTheDocs. See link below.
[AAAI 2022] TempoQR: Temporal Question Reasoning over Knowledge Graphs
The repository for ACL 2024 paper "TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models"
Code and data for "Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?" (ACL 2024)
TRAM: Benchmarking Temporal Reasoning for Large Language Models (Findings of ACL 2024)
[EMNLP 2023] Question Answering as Programming for Solving Time-Sensitive Questions
Timo: Towards Better Temporal Reasoning for Language Models (COLM 2024)
LfD framework for learning the temporal dynamics of a social interaction
[ECCV 2018] Temporal Relational Reasoning in Videos
Algebras for qualitative reasoning about time, space, etc.
Modular network control plane verification tool, using temporal invariants to define modular interfaces
Temporal reasoning using the Viterbi Algorithm.
Temporal Context Graph - Interval-based temporal reasoning model capable of learning tasks with cyclical events
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