| Not wacky vs. definitely wacky: A study of scalar adverbs in pretrained language models | May 25, 2023 | Logical ReasoningWord Embeddings | —Unverified | 0 |
| Unlocking Temporal Question Answering for Large Language Models with Tailor-Made Reasoning Logic | May 24, 2023 | Logical ReasoningMath | CodeCode Available | 0 |
| Deduction under Perturbed Evidence: Probing Student Simulation Capabilities of Large Language Models | May 23, 2023 | Logical ReasoningStrategyQA | —Unverified | 0 |
| Exploring Self-supervised Logic-enhanced Training for Large Language Models | May 23, 2023 | In-Context LearningLogical Reasoning | CodeCode Available | 0 |
| Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs | May 23, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 0 |
| Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization | May 23, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Teaching Probabilistic Logical Reasoning to Transformers | May 22, 2023 | Logical ReasoningQuestion Answering | CodeCode Available | 0 |
| Atomic Inference for NLI with Generated Facts as Atoms | May 22, 2023 | Logical ReasoningNatural Language Inference | CodeCode Available | 0 |
| Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs | May 19, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| A Simple Generative Model of Logical Reasoning and Statistical Learning | May 18, 2023 | Bayesian InferenceFormal Logic | —Unverified | 0 |
| Knowledge Authoring for Rules and Actions | May 12, 2023 | Logical Reasoning | —Unverified | 0 |
| Scalable Coupling of Deep Learning with Logical Reasoning | May 12, 2023 | Deep LearningLogical Reasoning | CodeCode Available | 0 |
| Tackling Universal Properties of Minimal Trap Spaces of Boolean Networks | May 3, 2023 | Logical Reasoning | CodeCode Available | 0 |
| A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text | May 3, 2023 | Image RetrievalLogical Reasoning | CodeCode Available | 0 |
| The Dark Side of Explanations: Poisoning Recommender Systems with Counterfactual Examples | Apr 30, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Sequential Recommendation with Probabilistic Logical Reasoning | Apr 22, 2023 | Logical ReasoningSequential Recommendation | CodeCode Available | 0 |
| ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT | Apr 21, 2023 | DeciphermentLogical Reasoning | —Unverified | 0 |
| LeafAI: query generator for clinical cohort discovery rivaling a human programmer | Apr 13, 2023 | Logical Reasoningnamed-entity-recognition | —Unverified | 0 |
| Scallop: A Language for Neurosymbolic Programming | Apr 10, 2023 | Logical ReasoningNegation | —Unverified | 0 |
| Deep Manifold Learning for Reading Comprehension and Logical Reasoning Tasks with Polytuplet Loss | Apr 3, 2023 | Logical ReasoningReading Comprehension | CodeCode Available | 0 |
| BloombergGPT: A Large Language Model for Finance | Mar 30, 2023 | Causal JudgmentCommon Sense Reasoning | —Unverified | 0 |
| Logical Reasoning over Natural Language as Knowledge Representation: A Survey | Mar 21, 2023 | Logical ReasoningSurvey | CodeCode Available | 0 |
| Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection | Mar 9, 2023 | AllLogical Reasoning | CodeCode Available | 0 |
| Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence | Mar 6, 2023 | Logical ReasoningManagement | —Unverified | 0 |
| A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT | Feb 18, 2023 | Graph LearningLanguage Modelling | —Unverified | 0 |
| Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types | Feb 2, 2023 | Inductive Link PredictionKnowledge Graph Completion | CodeCode Available | 0 |
| Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning | Jan 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A separation logic for sequences in pointer programs and its decidability | Jan 16, 2023 | Logical Reasoning | —Unverified | 0 |
| CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention | Jan 15, 2023 | Deep Reinforcement LearningLogical Reasoning | —Unverified | 0 |
| LAMBADA: Backward Chaining for Automated Reasoning in Natural Language | Dec 20, 2022 | LAMBADALogical Reasoning | —Unverified | 0 |
| APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning | Dec 19, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Towards High-Order Complementary Recommendation via Logical Reasoning Network | Dec 9, 2022 | Logical ReasoningNegation | CodeCode Available | 0 |
| Weisfeiler and Leman Go Relational | Nov 30, 2022 | Knowledge GraphsLogical Reasoning | CodeCode Available | 0 |
| Neuro-Symbolic Spatio-Temporal Reasoning | Nov 28, 2022 | AI AgentImage Segmentation | —Unverified | 0 |
| Logical Tasks for Measuring Extrapolation and Rule Comprehension | Nov 14, 2022 | Inductive BiasLogical Reasoning | CodeCode Available | 0 |
| Evident: a Development Methodology and a Knowledge Base Topology for Data Mining, Machine Learning and General Knowledge Management | Nov 9, 2022 | General KnowledgeLogical Reasoning | —Unverified | 0 |
| Zero-Shot Classification by Logical Reasoning on Natural Language Explanations | Nov 7, 2022 | ClassificationLogical Reasoning | CodeCode Available | 0 |
| GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs | Oct 27, 2022 | Knowledge GraphsLogical Reasoning | CodeCode Available | 0 |
| TAPE: Assessing Few-shot Russian Language Understanding | Oct 23, 2022 | Adversarial AttackAdversarial Text | CodeCode Available | 0 |
| MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure | Oct 22, 2022 | FormLogical Reasoning | CodeCode Available | 0 |
| Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples | Oct 16, 2022 | counterfactualLogical Reasoning | CodeCode Available | 0 |
| Inductive Logical Query Answering in Knowledge Graphs | Oct 13, 2022 | Complex Query AnsweringEntity Embeddings | CodeCode Available | 0 |
| Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer | Oct 6, 2022 | Logical ReasoningNatural Language Understanding | —Unverified | 0 |
| To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. | Oct 1, 2022 | DiagnosticLogical Reasoning | —Unverified | 0 |
| Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning | Oct 1, 2022 | Logical ReasoningRelation | CodeCode Available | 0 |
| Type-dependent Prompt CycleQAG : Cycle Consistency for Multi-hop Question Generation | Oct 1, 2022 | Answer GenerationLogical Reasoning | —Unverified | 0 |
| Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge | Sep 27, 2022 | Explainable Artificial Intelligence (XAI)Logical Reasoning | —Unverified | 0 |
| Time-aware Self-Attention Meets Logic Reasoning in Recommender Systems | Aug 29, 2022 | Logical ReasoningRecommendation Systems | —Unverified | 0 |
| Knowledge-based and Data-driven Reasoning and Learning for Ad Hoc Teamwork | Aug 24, 2022 | Decision MakingIncremental Learning | —Unverified | 0 |
| A Scalable, Interpretable, Verifiable & Differentiable Logic Gate Convolutional Neural Network Architecture From Truth Tables | Aug 18, 2022 | FairnessLogical Reasoning | —Unverified | 0 |
