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Papers
Learning Semantic Structure through First-Order-Logic Translation
EMNLP 2024
Lifted Planning: Recent Advances in Planning Using First-Order Representations
IJCAI 2024
Logical Languages Accepted by Transformer Encoders with Hard Attention
ICLR 2024
LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models
ACL 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
NeurIPS 2024
LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
ICLR 2024
MedLogic-AQA: Enhancing Medicare Question Answering with Abstractive Models Focusing on Logical Structures
EMNLP 2024
Out-of-Distribution Detection With Logical Reasoning
WACV 2024
Recurrent Graph Neural Networks and Their Connections to Bisimulation and Logic
AAAI 2024
Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors
ICLR 2024
RulE: Knowledge Graph Reasoning with Rule Embedding
ACL 2024
Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars
EMNLP 2024
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation
COLING 2024
Using Symmetries to Lift Satisfiability Checking
AAAI 2024
A Logic for Expressing Log-Precision Transformers
NeurIPS 2023
Automatically Verifying Expressive Epistemic Properties of Programs
AAAI 2023
Calibrate and Boost Logical Expressiveness of GNN Over Multi-Relational and Temporal Graphs
NeurIPS 2023
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
NeurIPS 2023
Counting and Sampling Models in First-Order Logic
IJCAI 2023
CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs
EACL 2023
DeepPSL: End-to-End Perception and Reasoning
IJCAI 2023
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat
ICML 2023
Document-Level Event Argument Extraction With a Chain Reasoning Paradigm
ACL 2023
Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs
AAAI 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models
EMNLP 2023