Papers
To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning.
Yitian Li, Jidong Tian, Wenqing Chen et al.
Inductive Logical Query Answering in Knowledge Graphs
Michael Galkin, Zhaocheng Zhu, Hongyu Ren et al.
Logical Credal Networks
Radu Marinescu, Haifeng Qian, Alexander G. Gray et al.
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Xinyu Pi, Wanjun Zhong, Yan Gao et al.
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators
Scott Lowe, Robert Earle, Jason d'Eon et al.
Improving Certified Robustness via Statistical Learning with Logical Reasoning
Zhuolin Yang, Zhikuan Zhao, Boxin Wang et al.
A Direct Approximation of AIXI Using Logical State Abstractions
Samuel Yang-Zhao, Tianyu Wang, Kee Siong Ng
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs
Xuelu Chen, Ziniu Hu, Yizhou Sun
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs
Yushan Liu, Yunpu Ma, Marcel Hildebrandt et al.
MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks
Nick Hoernle, Rafael Michael Karampatsis, Vaishak Belle et al.
Knowledge Compilation Meets Logical Separability
Junming Qiu, Wenqing Li, Zhanhao Xiao et al.
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
Prithviraj Sen, Breno W. S. R. de Carvalho, Ryan Riegel et al.
Probing Linguistic Information for Logical Inference in Pre-trained Language Models
Zeming Chen, Qiyue Gao
Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations
Aditya Kalyanpur, Tom Breloff, David A Ferrucci
Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing
Runxin Sun, Shizhu He, Chong Zhu et al.
Logical Inference for Counting on Semi-structured Tables
Tomoya Kurosawa, Hitomi Yanaka
Mining Logical Event Schemas From Pre-Trained Language Models
Lane Lawley, Lenhart Schubert
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
Siyuan Wang, Wanjun Zhong, Duyu Tang et al.
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning
Ahmed Masry, Do Xuan Long, Jia Qing Tan et al.
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning
Fangkai Jiao, Yangyang Guo, Xuemeng Song et al.
Logically at the Constraint 2022: Multimodal role labelling
Ludovic Kun, Jayesh Bankoti, David Kiskovski
Logical Reasoning for Task Oriented Dialogue Systems
Sajjad Beygi, Maryam Fazel-Zarandi, Alessandra Cervone et al.
Incorporating Causal Analysis into Diversified and Logical Response Generation
Jiayi Liu, Wei Wei, Zhixuan Chu et al.
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases
Xixin Hu, Xuan Wu, Yiheng Shu et al.
Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning
Lishuang Li, Ruiyuan Lian, Hongbin Lu et al.