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1. TILP TILP Public

   [ICLR 23] Differentiable Learning of Temporal Logical Rules on Knowledge Graphs

   Python 27 3

2. TEILP TEILP Public

   [AAAI 24 Oral] Time Prediction over Knowledge Graphs via Logical Reasoning

   Python 21 3

3. TG-LLM TG-LLM Public

   [ACL 24 main] Large Language Models Can Learn Temporal Reasoning

   Python 54 6

4. SWAP SWAP Public

   [ACL 25 main] Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model

   Python 34 1

5. chendl02/Awesome-LLM-Causal-Reasoning chendl02/Awesome-LLM-Causal-Reasoning Public

   [NAACL 25 main] Awesome LLM Causal Reasoning is a collection of LLM-based casual reasoning works, including papers, codes and datasets.

   Jupyter Notebook 73 3

6. SymPlanner SymPlanner Public

   Deliberate Planning in Language Models with Symbolic Representation

   Python 11