logical reasoning

LoRA: A Logical Reasoning Augmented Dataset for Visual Question Answering NeurIPS 2023 NeuPSL: Neural Probabilistic Soft Logic IJCAI 2023 Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines AAAI 2023 Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023 Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models EMNLP 2023 NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs AAAI 2023 On the Paradox of Learning to Reason from Data IJCAI 2023 POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023 Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023 ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning ICLR 2023 Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning ICLR 2023 SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation ACL 2023 Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference ACL 2023 TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ACL 2023 TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph NeurIPS 2023 Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection ICLR 2023 Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023 AbductionRules: Training Transformers to Explain Unexpected Inputs ACL 2022 AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension ACL 2022 AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models NAACL 2022 A Neural-Symbolic Approach to Natural Language Understanding EMNLP 2022 Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022 Can AMR Assist Legal and Logical Reasoning? EMNLP 2022 Can Transformers Reason in Fragments of Natural Language? EMNLP 2022 ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022