Knowledge & Reasoning

Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference ACL 2023 Generator Identification for Linear SDEs with Additive and Multiplicative Noise NeurIPS 2023 Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models EMNLP 2023 Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection EMNLP 2023 Graph Component Contrastive Learning for Concept Relatedness Estimation AAAI 2023 Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing AAAI 2023 GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction AAAI 2023 Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue EMNLP 2023 GreenKGC: A Lightweight Knowledge Graph Completion Method ACL 2023 Grounding Neural Inference with Satisfiability Modulo Theories NeurIPS 2023 Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph ACL 2023 HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level ACL 2023 Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning ACL 2023 High dimensional, tabular deep learning with an auxiliary knowledge graph NeurIPS 2023 High Precision Causal Model Evaluation with Conditional Randomization NeurIPS 2023 History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion ACL 2023 History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling ACL 2023 Holistic Prediction on a Time-Evolving Attributed Graph ACL 2023 How Jellyfish Characterise Alternating Group Equivariant Neural Networks ICML 2023 How Much do Knowledge Graphs Impact Transformer Models for Extracting Biomedical Events? ACL 2023 Identify Event Causality with Knowledge and Analogy AAAI 2023 Implementing Bounded Revision via Lexicographic Revision and C-revision AAAI 2023 Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming ACL 2023 Improving Knowledge Graph Completion with Generative Hard Negative Mining ACL 2023 Inconsistent Cores for ASP: The Perks and Perils of Non-monotonicity AAAI 2023