| 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 |
| Complex Logical Reasoning over Knowledge Graphs using Large Language Models | May 2, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 1 |
| 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 |
| Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models | Apr 19, 2023 | Logical Reasoning | CodeCode Available | 3 |
| 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 |
| Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4 | Apr 7, 2023 | Logical ReasoningNatural Language Inference | CodeCode Available | 1 |
| 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 |
| Explicit Planning Helps Language Models in Logical Reasoning | Mar 28, 2023 | Logical ReasoningMultiple-choice | CodeCode Available | 1 |
| Natural Language Reasoning, A Survey | Mar 26, 2023 | Logical ReasoningMathematical Reasoning | CodeCode Available | 1 |
| Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases | Mar 26, 2023 | Link PredictionLogical Reasoning | CodeCode Available | 1 |
| 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 |
| Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models | Mar 3, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 1 |
| A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT | Feb 18, 2023 | Graph LearningLanguage Modelling | —Unverified | 0 |
| ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models | Feb 14, 2023 | Decision MakingLesion Segmentation | CodeCode Available | 1 |
| A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity | Feb 8, 2023 | Code GenerationHallucination | CodeCode Available | 1 |
| 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 |
| Logical Message Passing Networks with One-hop Inference on Atomic Formulas | Jan 21, 2023 | Complex Query AnsweringGraph Representation Learning | CodeCode Available | 1 |
| 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 |
| Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-shot Logical Reasoning over Text | Jan 8, 2023 | Contrastive LearningLogical Reasoning | CodeCode Available | 1 |
| LAMBADA: Backward Chaining for Automated Reasoning in Natural Language | Dec 20, 2022 | LAMBADALogical Reasoning | —Unverified | 0 |
| Large Language Models are Better Reasoners with Self-Verification | Dec 19, 2022 | Arithmetic ReasoningCommon Sense Reasoning | CodeCode Available | 1 |
| Reasoning with Language Model Prompting: A Survey | Dec 19, 2022 | Arithmetic ReasoningCommon Sense Reasoning | CodeCode Available | 3 |
| APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning | Dec 19, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning | Dec 15, 2022 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Towards High-Order Complementary Recommendation via Logical Reasoning Network | Dec 9, 2022 | Logical ReasoningNegation | CodeCode Available | 0 |
| Counterfactual reasoning: Do language models need world knowledge for causal understanding? | Dec 6, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression | Dec 6, 2022 | Geometry Problem SolvingLogical Reasoning | CodeCode Available | 1 |
| 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 |
| NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs | Nov 24, 2022 | Complex Query AnsweringKnowledge Graphs | CodeCode Available | 1 |
| 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 |
| Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning | Oct 1, 2022 | Logical ReasoningRelation | CodeCode Available | 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 |
