Algebras for qualitative reasoning about time, space, etc.
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Updated
Dec 6, 2020 - Common Lisp
Algebras for qualitative reasoning about time, space, etc.
Temporal reasoning using the Viterbi Algorithm.
The repository for ACL 2024 paper "TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models"
[EMNLP 2023] Question Answering as Programming for Solving Time-Sensitive Questions
[ECCV 2018] Temporal Relational Reasoning in Videos
Modular network control plane verification tool, using temporal invariants to define modular interfaces
Timo: Towards Better Temporal Reasoning for Language Models (COLM 2024)
LfD framework for learning the temporal dynamics of a social interaction
Code and data for "Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?" (ACL 2024)
Temporal Context Graph - Interval-based temporal reasoning model capable of learning tasks with cyclical events
TRAM: Benchmarking Temporal Reasoning for Large Language Models (Findings of ACL 2024)
Qualitative Reasoning: Spatio-Temporal Reasoning using Relation Algebras and Constraint Networks. Documentation is under construction at ReadTheDocs. See link below.
The official repo of TimeLlama, an instruction-finetuned Llama2 series that improve complex temporal reasoning ability.
[AAAI 2022] TempoQR: Temporal Question Reasoning over Knowledge Graphs
[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
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