Reasoning

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023 LoRA: A Logical Reasoning Augmented Dataset for Visual Question Answering NeurIPS 2023 Materialisation-Based Reasoning in DatalogMTL with Bounded Intervals AAAI 2023 Math Word Problem Solving by Generating Linguistic Variants of Problem Statements ACL 2023 Meek Separators and Their Applications in Targeted Causal Discovery NeurIPS 2023 Memory-Augmented Theory of Mind Network AAAI 2023 Memory-Limited Model-Based Diagnosis (Extended Abstract) IJCAI 2023 Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023 MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023 Modeling Dynamic Environments with Scene Graph Memory ICML 2023 Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design EMNLP 2023 MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023 Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer AAAI 2023 Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning EMNLP 2023 Multi-granularity Temporal Question Answering over Knowledge Graphs ACL 2023 Multi-Level Wavelet Mapping Correlation for Statistical Dependence Measurement: Methodology and Performance AAAI 2023 Multi-modal Action Chain Abductive Reasoning ACL 2023 Multimodal Analogical Reasoning over Knowledge Graphs ICLR 2023 Multiply Robust Federated Estimation of Targeted Average Treatment Effects NeurIPS 2023 NeoMaPy: A Framework for Computing MAP Inference on Temporal Knowledge Graphs IJCAI 2023 Neural Compositional Rule Learning for Knowledge Graph Reasoning ICLR 2023 Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal ICML 2023 Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines AAAI 2023 NeuSTIP: A Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs EMNLP 2023 Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning ACL 2023