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Inductive relation prediction by subgraph reasoning, ICML'20

Repo for paper "IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning" accepted to the Findings of ACL 2023

Logiformer ⭐ 22

[SIGIR 2022] The implementation of Logiformer

ICML 23': Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization

Logical And Abstract Reasoning ⭐ 13

Evaluation on Logical Reasoning and Abstract Reasoning Challenges

Official resources of "NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs" (AAAI 2023).

Logical Equivalence Driven Amr Data Augmentation For Representation Learning ⭐ 5

The source code for Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text. #1 on the ReClor Leaderboard.

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