| Leveraging Rust types for modular specification and verification | Oct 10, 2019 | Formal Logic | CodeCode Available | 2 |
| Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus | Nov 19, 2024 | Formal LogicLogical Reasoning | CodeCode Available | 2 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 |
| Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic | Aug 11, 2023 | Formal LogicLogical Reasoning | CodeCode Available | 1 |
| Training Step-Level Reasoning Verifiers with Formal Verification Tools | May 21, 2025 | Formal LogicMath | CodeCode Available | 1 |
| Bits and Pieces: Understanding Information Decomposition from Part-whole Relationships and Formal Logic | Aug 21, 2020 | Formal Logic | CodeCode Available | 1 |
| Leveraging Large Language Models to Generate Answer Set Programs | Jul 15, 2023 | Formal LogicIn-Context Learning | CodeCode Available | 1 |
| Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation | May 24, 2023 | Formal LogicGPU | CodeCode Available | 1 |
| Building Knowledge Graphs Towards a Global Food Systems Datahub | Feb 26, 2025 | Formal LogicKnowledge Graphs | —Unverified | 0 |
| Building Multimodal Simulations for Natural Language | Apr 1, 2017 | Formal LogicReferring Expression | —Unverified | 0 |
| Combining Representation Learning with Logic for Language Processing | Dec 27, 2017 | Formal LogicKnowledge Base Completion | —Unverified | 0 |
| Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning | Apr 19, 2018 | Automated Theorem ProvingFormal Logic | —Unverified | 0 |
| Differentiable Logics for Neural Network Training and Verification | Jul 14, 2022 | Formal Logic | —Unverified | 0 |
| Discussion Graph Semantics of First-Order Logic with Equality for Reasoning about Discussion and Argumentation | Jun 18, 2024 | Formal Logic | —Unverified | 0 |
| DLOLIS-A: Description Logic based Text Ontology Learning | Mar 24, 2013 | Formal Logic | —Unverified | 0 |
| Procedural Adherence and Interpretability Through Neuro-Symbolic Generative Agents | Feb 24, 2024 | Formal LogicProgram Synthesis | —Unverified | 0 |
| Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic | Feb 22, 2024 | Formal LogicKnowledge Distillation | —Unverified | 0 |
| Expressing High-Level Scientific Claims with Formal Semantics | Sep 27, 2021 | ArticlesFormal Logic | —Unverified | 0 |
| Formal Logic Enabled Personalized Federated Learning Through Property Inference | Jan 15, 2024 | Federated LearningFormal Logic | —Unverified | 0 |
| Formal Logic-guided Robust Federated Learning against Poisoning Attacks | Nov 5, 2024 | Federated LearningFormal Logic | —Unverified | 0 |
| From An LLM Swarm To A PDDL-Empowered HIVE: Planning Self-Executed Instructions In A Multi-Modal Jungle | Dec 17, 2024 | AI AgentFormal Logic | —Unverified | 0 |
| From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AI | Jul 4, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Generative Logic with Time: Beyond Logical Consistency and Statistical Possibility | Jan 20, 2023 | Formal Logic | —Unverified | 0 |
| Implementation of an Automatic Sign Language Lexical Annotation Framework based on Propositional Dynamic Logic | Mar 25, 2014 | Formal Logic | —Unverified | 0 |
| Inference of Abstraction for a Unified Account of Symbolic Reasoning from Data | Feb 13, 2024 | Formal LogicRelation | —Unverified | 0 |
| Inference of Abstraction for a Unified Account of Reasoning and Learning | Feb 14, 2024 | Formal Logic | —Unverified | 0 |
| Inferences and Modal Vocabulary | Jul 6, 2020 | Formal Logic | —Unverified | 0 |
| Interactive Learning from Natural Language and Demonstrations using Signal Temporal Logic | Jul 1, 2022 | Formal LogicQ-Learning | —Unverified | 0 |
| Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence | Oct 22, 2024 | Data AugmentationDecoder | —Unverified | 0 |
| Knowledge Integration Strategies in Autonomous Vehicle Prediction and Planning: A Comprehensive Survey | Feb 13, 2025 | Autonomous DrivingFormal Logic | —Unverified | 0 |
| Learning Spatio-Temporal Specifications for Dynamical Systems | Dec 20, 2021 | Formal Logic | —Unverified | 0 |
| Visual Question Answering based on Formal Logic | Nov 8, 2021 | Formal LogicQuestion Answering | —Unverified | 0 |
| Alpay Algebra III: Observer-Coupled Collapse and the Temporal Drift of Identity | May 26, 2025 | Formal Logic | —Unverified | 0 |
| An Enactivist account of Mind Reading in Natural Language Understanding | Nov 11, 2021 | Formal LogicNatural Language Understanding | —Unverified | 0 |
| A Simple Generative Model of Logical Reasoning and Statistical Learning | May 18, 2023 | Bayesian InferenceFormal Logic | —Unverified | 0 |
| A Theory of Hypergames on Graphs for Synthesizing Dynamic Cyber Defense with Deception | Aug 7, 2020 | Formal Logic | —Unverified | 0 |
| Automated Theorem Provers Help Improve Large Language Model Reasoning | Aug 7, 2024 | Formal LogicLanguage Modeling | —Unverified | 0 |
| Automating Mathematical Proof Generation Using Large Language Model Agents and Knowledge Graphs | Feb 4, 2025 | Formal LogicKnowledge Graphs | —Unverified | 0 |
| Boosting Deductive Reasoning with Step Signals In RLHF | Oct 12, 2024 | Formal LogicLogical Reasoning | —Unverified | 0 |
| Proof of Thought : Neurosymbolic Program Synthesis allows Robust and Interpretable Reasoning | Sep 25, 2024 | BenchmarkingFormal Logic | —Unverified | 0 |
| ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering | Sep 17, 2024 | Formal LogicLanguage Modeling | —Unverified | 0 |
| Reasoning Under Threat: Symbolic and Neural Techniques for Cybersecurity Verification | Mar 27, 2025 | Automated Theorem ProvingFormal Logic | —Unverified | 0 |
| Rulebreakers Challenge: Revealing a Blind Spot in Large Language Models' Reasoning with Formal Logic | Oct 21, 2024 | Formal LogicWorld Knowledge | —Unverified | 0 |
| Service Choreography, SBVR, and Time | Dec 24, 2015 | Formal LogicService Composition | —Unverified | 0 |
| Simple Dataset for Proof Method Recommendation in Isabelle/HOL (Dataset Description) | Apr 21, 2020 | Automated Theorem ProvingBIG-bench Machine Learning | —Unverified | 0 |
| SocraSynth: Multi-LLM Reasoning with Conditional Statistics | Jan 19, 2024 | Decision MakingFormal Logic | —Unverified | 0 |
| Stateless and Rule-Based Verification For Compliance Checking Applications | Apr 14, 2022 | Formal Logic | —Unverified | 0 |
| The Algorithm of Islamic Jurisprudence (Fiqh) with Validation of an Entscheidungsproblem | Mar 10, 2016 | Formal LogicJurisprudence | —Unverified | 0 |
| Towards Unifying Logical Entailment and Statistical Estimation | Feb 27, 2022 | Formal LogicLogical Reasoning | —Unverified | 0 |
| Toward the Engineering of Virtuous Machines | Dec 7, 2018 | EthicsFormal Logic | —Unverified | 0 |