Browse State-of-the-Art › Logical Reasoning › Papers, page 5
Logical Reasoning
Papers archive 2025-07-28
archive papers tagged: 747 · with a code link: 330 · where Syntology ran a sample: 113 (96 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (113 of 747 tagged: 96 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument)
Page 5 of 8: papers 401 to 500 of 747, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin19 Feb 2025 0 repositories listed
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HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation18 Feb 2025 0 repositories listed
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Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights18 Feb 2025 0 repositories listed
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Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs17 Feb 2025 0 repositories listed
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Dialogue-based Explanations for Logical Reasoning using Structured Argumentation16 Feb 2025 0 repositories listed
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Quantifying the Capability Boundary of DeepSeek Models: An Application-Driven Performance Analysis16 Feb 2025 0 repositories listed
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Logical forms complement probability in understanding language model (and human) performance13 Feb 2025 0 repositories listed
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Logical Lease Litigation: Prolog and LLMs for Rental Law Compliance in New York13 Feb 2025 0 repositories listed
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Logical Reasoning in Large Language Models: A Survey13 Feb 2025 0 repositories listed
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The Multilingual Mind : A Survey of Multilingual Reasoning in Language Models13 Feb 2025 0 repositories listed
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DMWM: Dual-Mind World Model with Long-Term Imagination11 Feb 2025 0 repositories listed
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Structural Reformation of Large Language Model Neuron Encapsulation for Divergent Information Aggregation10 Feb 2025 0 repositories listed
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S²-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency7 Feb 2025 0 repositories listed
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SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs5 Feb 2025 0 repositories listed
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Automating Mathematical Proof Generation Using Large Language Model Agents and Knowledge Graphs4 Feb 2025 0 repositories listed
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Standard Neural Computation Alone Is Insufficient for Logical Intelligence4 Feb 2025 0 repositories listed
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ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning3 Feb 2025 0 repositories listed
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Enhancing Large Language Model Efficiencyvia Symbolic Compression: A Formal Approach Towards Interpretability30 Jan 2025 0 repositories listed
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Instantiation-based Formalization of Logical Reasoning Tasks using Language Models and Logical Solvers28 Jan 2025 0 repositories listed
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Town Hall Debate Prompting: Enhancing Logical Reasoning in LLMs through Multi-Persona Interaction28 Jan 2025 0 repositories listed
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DBRouting: Routing End User Queries to Databases for Answerability27 Jan 2025 0 repositories listed
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A Causality-aware Paradigm for Evaluating Creativity of Multimodal Large Language Models25 Jan 2025 0 repositories listed
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VERUS-LM: a Versatile Framework for Combining LLMs with Symbolic Reasoning24 Jan 2025 0 repositories listed
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Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning14 Jan 2025 0 repositories listed
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Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions through Logical Reasoning13 Jan 2025 0 repositories listed
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TimeLogic: A Temporal Logic Benchmark for Video QA13 Jan 2025 0 repositories listed
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Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization9 Jan 2025 0 repositories listed
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Enhancing Transformers for Generalizable First-Order Logical Entailment1 Jan 2025 0 repositories listed
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KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities31 Dec 2024 0 repositories listed
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SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity30 Dec 2024 0 repositories listed
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StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs23 Dec 2024 0 repositories listed
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Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework22 Dec 2024 0 repositories listed
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Formal Language Knowledge Corpus for Retrieval Augmented Generation21 Dec 2024 0 repositories listed
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Logical Consistency of Large Language Models in Fact-checking20 Dec 2024 0 repositories listed
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Reasoning-Aware Query-Focused Summarization over Multi-Table Data12 Dec 2024 0 repositories listed
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Federated In-Context LLM Agent Learning11 Dec 2024 0 repositories listed
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Algorithmic Phase Transitions in Language Models: A Mechanistic Case Study of Arithmetic10 Dec 2024 0 repositories listed
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Can OpenAI o1 outperform humans in higher-order cognitive thinking?7 Dec 2024 0 repositories listed
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Guidance is All You Need: Temperature-Guided Reasoning in Large Language Models5 Dec 2024 0 repositories listed
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MTMT: Consolidating Multiple Thinking Modes to Form a Thought Tree for Strengthening LLM5 Dec 2024 0 repositories listed
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Reverse Thinking Makes LLMs Stronger Reasoners29 Nov 2024 0 repositories listed
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Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs27 Nov 2024 0 repositories listed
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SentiXRL: An advanced large language Model Framework for Multilingual Fine-Grained Emotion Classification in Complex Text Environment27 Nov 2024 0 repositories listed
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HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator26 Nov 2024 0 repositories listed
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Meaningless is better: hashing bias-inducing words in LLM prompts improves performance in logical reasoning and statistical learning26 Nov 2024 0 repositories listed
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Interactive Visual Assessment for Text-to-Image Generation Models23 Nov 2024 0 repositories listed
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XAgents: A Framework for Interpretable Rule-Based Multi-Agents Cooperation21 Nov 2024 0 repositories listed
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Testing Uncertainty of Large Language Models for Physics Knowledge and Reasoning18 Nov 2024 0 repositories listed
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Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm16 Nov 2024 0 repositories listed
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Building Trustworthy AI: Transparent AI Systems via Large Language Models, Ontologies, and Logical Reasoning (TranspNet)13 Nov 2024 0 repositories listed
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Symbolic-AI-Fusion Deep Learning (SAIF-DL): Encoding Knowledge into Training with Answer Set Programming Loss Penalties by a Novel Loss Function Approach13 Nov 2024 0 repositories listed
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Knowledge Authoring with Factual English, Rules, and Actions9 Nov 2024 0 repositories listed
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OpenAI-o1 AB Testing: Does the o1 model really do good reasoning in math problem solving?9 Nov 2024 0 repositories listed
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How Transformers Solve Propositional Logic Problems: A Mechanistic Analysis6 Nov 2024 0 repositories listed
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Formal Logic-guided Robust Federated Learning against Poisoning Attacks5 Nov 2024 0 repositories listed
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On Memorization of Large Language Models in Logical Reasoning30 Oct 2024 0 repositories listed
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Combining Domain-Specific Models and LLMs for Automated Disease Phenotyping from Survey Data28 Oct 2024 0 repositories listed
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Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs26 Oct 2024 0 repositories listed
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Aligning CodeLLMs with Direct Preference Optimization24 Oct 2024 0 repositories listed
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Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks24 Oct 2024 0 repositories listed
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LLM-Aided Efficient Hardware Design Automation24 Oct 2024 0 repositories listed
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Do Large Language Models Truly Grasp Mathematics? An Empirical Exploration From Cognitive Psychology19 Oct 2024 0 repositories listed
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Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval16 Oct 2024 0 repositories listed
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"Let's Argue Both Sides": Argument Generation Can Force Small Models to Utilize Previously Inaccessible Reasoning Capabilities16 Oct 2024 0 repositories listed
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Boosting Deductive Reasoning with Step Signals In RLHF12 Oct 2024 0 repositories listed
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Transformer-based Language Models for Reasoning in the Description Logic ALCQ12 Oct 2024 0 repositories listed
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A Systematic Assessment of OpenAI o1-Preview for Higher Order Thinking in Education11 Oct 2024 0 repositories listed
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∀uto∃∨∧L: Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks11 Oct 2024 0 repositories listed
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P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains11 Oct 2024 0 repositories listed
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KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data10 Oct 2024 0 repositories listed
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Think Beyond Size: Adaptive Prompting for More Effective Reasoning10 Oct 2024 0 repositories listed
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Can Transformers Reason Logically? A Study in SAT Solving9 Oct 2024 0 repositories listed
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Latent Feature Mining for Predictive Model Enhancement with Large Language Models6 Oct 2024 0 repositories listed
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Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model4 Oct 2024 0 repositories listed
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CodePMP: Scalable Preference Model Pretraining for Large Language Model Reasoning3 Oct 2024 0 repositories listed
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GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning3 Oct 2024 0 repositories listed
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Wait, but Tylenol is Acetaminophen... Investigating and Improving Language Models' Ability to Resist Requests for Misinformation30 Sep 2024 0 repositories listed
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Judgment of Thoughts: Courtroom of the Binary Logical Reasoning in Large Language Models25 Sep 2024 0 repositories listed
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GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion21 Sep 2024 0 repositories listed
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ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering17 Sep 2024 0 repositories listed
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Video Token Sparsification for Efficient Multimodal LLMs in Autonomous Driving16 Sep 2024 0 repositories listed
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Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator14 Sep 2024 0 repositories listed
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CauseJudger: Identifying the Cause with LLMs for Abductive Logical Reasoning9 Sep 2024 0 repositories listed
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KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models9 Sep 2024 0 repositories listed
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Action is the primary key: a categorical framework for episode description and logical reasoning7 Sep 2024 0 repositories listed
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Testing and Evaluation of Large Language Models: Correctness, Non-Toxicity, and Fairness31 Aug 2024 0 repositories listed
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LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments28 Aug 2024 0 repositories listed
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Story3D-Agent: Exploring 3D Storytelling Visualization with Large Language Models21 Aug 2024 0 repositories listed
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SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding21 Aug 2024 0 repositories listed
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A Mechanistic Interpretation of Syllogistic Reasoning in Auto-Regressive Language Models16 Aug 2024 0 repositories listed
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Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions16 Aug 2024 0 repositories listed
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LLMI3D: Empowering LLM with 3D Perception from a Single 2D Image14 Aug 2024 0 repositories listed
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Can Large Language Models Reason? A Characterization via 3-SAT13 Aug 2024 0 repositories listed
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P3: A Policy-Driven, Pace-Adaptive, and Diversity-Promoted Framework for data pruning in LLM Training10 Aug 2024 0 repositories listed
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Automated Theorem Provers Help Improve Large Language Model Reasoning7 Aug 2024 0 repositories listed
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Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation7 Aug 2024 0 repositories listed
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Leveraging Large Language Models with Chain-of-Thought and Prompt Engineering for Traffic Crash Severity Analysis and Inference4 Aug 2024 0 repositories listed
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Deceptive AI systems that give explanations are more convincing than honest AI systems and can amplify belief in misinformation31 Jul 2024 0 repositories listed
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CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge30 Jul 2024 0 repositories listed
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Take A Step Back: Rethinking the Two Stages in Visual Reasoning29 Jul 2024 0 repositories listed