[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.

Code and data for "Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?" (ACL 2024)

[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"

TRAM: Benchmarking Temporal Reasoning for Large Language Models (Findings of ACL 2024)

Code and data for "Timo: Towards Better Temporal Reasoning for Language Models" (COLM 2024)

[EMNLP 2023] Question Answering as Programming for Solving Time-Sensitive Questions

LfD framework for learning the temporal dynamics of a social interaction

Modular network control plane verification tool, using temporal invariants to define modular interfaces

[ECCV 2018] Temporal Relational Reasoning in Videos

Algebras for qualitative reasoning about time, space, etc.

Temporal reasoning using the Viterbi Algorithm.

Temporal Context Graph - Interval-based temporal reasoning model capable of learning tasks with cyclical events