Large Language Models

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Period ending 2026-09-21

21 new papers

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Period ending 2026-09-14

22 new papers

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Period ending 2026-09-07

36 new papers

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  1. Developing and Validating the Spanish Version of the Large Language Models Dependency Scale (LLM-D12-SP)

    Jul 24, 2026Tran Gia Bao, Mo El-Haj, Sameha Al-Shakhsi +3PsychometricsLarge Language Model Reliability

  2. Semiotic logical hexagon theory for LLM logical reasoning

    Jul 24, 2026Yunyao Zhang, Xinglang Zhang, Zeliang Chen +2Large Language Model ReasoningLarge Language Model Performance

  3. Benchmarking LLMs for Verilog Design Flows

    Jul 23, 2026Angshuman Chakravertty, Rahul Koshti, Buddhi Prakash Sharma +1VhdlHigh-Level Synthesis

  4. Hierarchical Grading in Large Language Models

    Jul 23, 2026T. ShaskaGradingLarge Models

  5. Scientific exploration, collaboration and labor division in the large language model era

    Jul 23, 2026Xiang Zheng, Xi Hong, Jialin Liu +1Scientific AgentsScientific Discovery

  6. Refusal-Gated Decoding: Preserving Refusal Behavior Under High-Temperature Sampling

    Jul 22, 2026Phillip Howard, Xin Su, Allen Roush +2RefusalsLarge Language Model Output

  7. Which Values Do LLMs Confuse? A Schwartz-Based Recognition Study

    Jul 22, 2026Andrei Chetvergov, Stepan Ukolov, Timofei Sivoraksha +5Large Language Model PerformanceValue

  8. Small, Free, and Effective: Orchestrating Open-Weight Small Language Models to Outperform Single LLM for Malware Analysis

    Jul 22, 2026Adel ElZemity, Shujun Li, Budi AriefMalware DetectionSmall Language Models

  9. Spatial Reasoning in LLM Game Agents: Impact of Causal Context and Multi-Step Planning

    Jul 22, 2026Mohit Jiwatode, Ronja Fuchs, Robin Schmöcker +2Large Language Model AgentsSpatial Reasoning

  10. From Dependency to Compositionality: A Neurosymbolic Lifting of LLM Outputs via Combinatory Categorial Grammar

    Jul 21, 2026Remo PareschiCompositionalityLarge Language Model Output

  11. Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach

    Jul 21, 2026Zijiang Yan, Hao Zhou, Wael Jaafar +4Multi-Uav SystemsUncrewed Aerial Vehicles

  12. Do Language Models Dream of Binding Molecules? Benchmarking LLMs under Spatial Constraints

    Jul 20, 2026Thomas MacDougall, Maksim Kuznetsov, Roman Schutski +5Molecular GenerationDrug Design

  13. VDAR-Router: Adaptive LLMs Routing via Verbalized Query Difficulty Analysis Retrieval

    Jul 20, 2026Yu-Chien Tang, Jun-Chen Hung, Wen-Chih Peng +1Large Language Model RoutingLarge Language

  14. PEARL: Auditable Repair for Scientific Reasoning Graph Extraction

    Jul 20, 2026Bohan Su, Pengze Li, Yuchen Lu +1Reasoning GraphsLarge Language

  15. A Dual-Hypothesis Reasoning Framework for LLM Guardrails

    Jul 20, 2026Md Asiful Islam, Mihai SurdeanuStreaming GuardrailsLarge Language Model Safety

  16. CommitLLM: A Fine-Tuned Pipeline for Git Commit Message Generation

    Jul 20, 2026Md Rafid Haque, Poojan Narendrabhai Patel, Meetkumar Vijaybhai RaychuraCommitsLarge Language Models(Llms

  17. Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies

    Jul 19, 2026Luyu Qiu, Jianing Li, Hwanhee Kim +4ArithmeticLarge Language Model Performance

  18. When LLMs Over-Answer: Measuring and Mitigating Quality Issues in LLM-Based Hardware Description Language Question Answering

    Jul 19, 2026Ziteng Hu, Jiachi Chen, Wenhao Lv +2Hardware Description LanguagesLarge Language Models(Llms

  19. Learning from Synthetic Data without Model Collapse in Iterative Instruction Tuning

    Jul 19, 2026Xiaonan Luo, Yue Huang, Kehan Guo +4Instruction TuningSynthetic Training Data

  20. Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs

    Jul 18, 2026Sharath Naganna, Tanvir Ahmed Sijan, Uddipta KalitaLarge Language Model PerformanceMechanistic Interpretability

  21. Distribution-First Population Simulation: Collapse, Calibration, and Recall in Non-WEIRD LLM Persona Modeling

    Jul 17, 2026Gurkan OzkanPersonaPopulations

  22. TAPR: Enhancing LLM Performance with a Task-Aware Prompt Rewriter

    Jul 17, 2026Oliver Savolainen, Emanuele Bastianelli, Hosein AzarbonyadPrompt EngineeringLarge Language Model Performance

  23. ContinuityBench: A Benchmark and Systems Study of Stateful Failover in Multi-Provider LLM Routing

    Jul 17, 2026Vishal Pandey, Gopal SinghLarge Language Model CallsLarge Language Model Routing

  24. Harnessing LLMs for Reliable Academic Supervision: A Comparative Study

    Jul 16, 2026Akash RajLlm-As-A-JudgeLarge Language

  25. CityLLM: A framework for natural-language querying of semantic 3D city models

    Jul 16, 2026Rabindra Lamsal, Sisi Zlatanova, Johnson Xuesong Shen3D EnvironmentsNatural Language Queries

  26. Beyond Generalist LLMs: Specialist Agentic Systems for Structured Code Workflow Execution

    Jul 16, 2026Harris Borman, Herman Wandabwa, Fusun Yu +4Agentic WorkflowsWorkflow Automation and Optimization

  27. Assessing AI in Introductory Physics Problem Solving

    Jul 15, 2026Amir Bralin, N. Sanjay RebelloLarge Language Model PerformanceProblem Solving Capability

  28. The Severance Problem: LLMs are Unaware of the Person Beyond the Prompt

    Jul 15, 2026Dor Litvak, Liu LeqiArtificial Intelligence AssistantsLarge Language Model Performance

  29. Deep Interaction: An Efficient Human-AI Interaction Method for Large Reasoning Models

    Jul 15, 2026Hefeng Zhou, Jinxuan Zhang, Jiong Lou +4Large Language Model ReasoningReasoning Errors

  30. How Artificial Intelligence LLM Engines Shape the Global Conflict Information Environment

    Jul 15, 2026Jason MiklianConflictLarge Language Model Calls

  31. Resist and Update: Counterfactual Report Coordinates for Incentive-Compatible LLMs

    Jul 14, 2026Sen Yang, Yuen-Hei YeungCounterfactual ReasoningIncentives

  32. Tracing Agentic Failure from the Flow of Success

    Jul 14, 2026Samuel Yeh, Yiwen Zhu, Shaleen Deep +1Agentic SystemsLarge Language Model Performance

  33. Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs

    Jul 14, 2026Xiaoning Ren, Yinxing Xue, Lei Ma +1Large Language Model UncertaintyInput Uncertainties

  34. Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Specialists and Rule-Based Signals

    Jul 14, 2026Mohotarema Rashid, Lingzi Hong, Junhua Ding +1Finance DomainLarge Language Model Pipelines

  35. RCWT: Measuring Task-Budget Displacement from Coordination Content in LLM Calls

    Jul 13, 2026Brenda Lelis, Rodrigo Cabral-CarvalhoLocal WindowsLarge Language Model Calls

  36. The Capacity of Thought: Benchmarking Llama 3.2 in Semantic fMRI Neural Language Decoding and Improving the Huth Encoding-Model Baseline

    Jul 13, 2026Milos Suvakovic, Dom Marhoefer, Glenn Grant-Richards +1Brain Magnetic Resonance ImagingLarge Language Model Decoder

  37. Production and Perception in LLMs: A Token Probability Approach

    Jul 13, 2026Anna Marklová, Jiří Milička, Martina Vokáčová +1Large Language Model PerformanceLinguistics

  38. What We Talk About When We Talk About LLM Planning: Evidence for Two Distinct Planning Abilities

    Jul 13, 2026Sukai Huang, Chenyuan Zhang, Fucai Ke +4Large Language Model PlanningLarge Language Model Performance

  39. Flout at Your Own Risk: LLMs Struggle with Pragmatic Cooperativity Under Epistemic Asymmetry

    Jul 13, 2026Hannah VanderHoeven, Abhijnan Nath, Nikhil KrishnaswamyCooperationLarge Language Model Performance

  40. Toward Contemplative LLM: A Modular Framework for Evaluating and Enhancing LLM Alignment in Mental Health

    Jul 12, 2026Asher Sprigler, Yang-Yang Feng, Iftach Amir +5Large Language Model EvaluationLarge Language Model Alignment

  41. LLM-PDESR: Robust PDE Discovery via Subdomain Weighted Residuals and LLM-Guided Symbolic Hypothesis Generation

    Jul 12, 2026Jinyang Du, Hao Ma, Xiaohu Shi +4Symbolic RegressionLarge Language Models(Llms

  42. SPARK: Susceptibility-Guided Profiling and Steering of Latent Reasoning States in Large Language Models

    Jul 11, 2026Dongxu Zhang, Yiding Sun, Zihao Guo +5Large Language Model PerformanceReasoning Failures

  43. Compaction as Epistemic Failure: How Agentic LLM Tools Fabricate Confirmed Results from Killed Processes

    Jul 11, 2026Hiroki TambaLarge Language Model PerformanceCompaction

  44. Silent Failures in Quantized LLM Reasoning: A Taxonomy-Based Analysis of Hollow Convergence and Failure Mode Shifts

    Jul 10, 2026Renuka Oladri, Mohan Vamsi Varadaraju Priya, Jerry WuLarge Language Model QuantizationLarge Language Model Performance

  45. Workload-Driven Optimization for On-Device Real-Time Subtitle Translation

    Jul 10, 2026Tsz-To WongMachine Translation ModelsTokenization

  46. Self-Guided Test-Time Training for Long-Context LLMs

    Jul 10, 2026Xinyu Zhu, Zhe Xu, Xiaohan Wei +10Efficient Long-Context InferenceLarge Language

  47. Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning

    Jul 9, 2026Lu Dai, Ziyang Rao, Yili Wang +3MemorizationKnowledge Gaps

  48. Mechanistic Interpretability of LLM Jailbreaks via Internal Attribution Graphs

    Jul 8, 2026Anupam Wagle, Ifrat Ikhtear Uddin, Chaowei Zhang +1Large Language Model JailbreaksLarge Language Model Performance

  49. How Do I Know What to Say Next? Barenholtz's Autogenerative Theory as an Enrichment of Harrisean Integrationism

    Jul 8, 2026J. Mark Bishop, Stephen J. CowleyLinguisticsLarge Language

  50. VectorizationLLM: Smart Vectorization Based AI Assistant

    Jul 8, 2026Ryan DukeMath ProblemsEngineering

  51. From Solvers to Research: Large Language Model-Driven Formal Mathematics at the Research Frontier

    Jul 8, 2026Eric Jiang, Xiao Liang, Yikai Zhang +16MathematicsArtificial Intelligence Research

  52. A Large Language Model-Driven Agent-Based Modeling Framework with Multi-Round Communication for Simulating Vaccine Opinion Dynamics

    Jul 8, 2026Bo Zhang, Na JiangAgent-Based ModelOpinion Dynamics

  53. Dissociating the Internal Representations of Sycophancy in LLMs

    Jul 8, 2026Anthony Baez, Sheer Karny, Pat PataranutapornSycophancyDissociation

  54. End-to-End LLM Flight Planning with RAG-based Memory and Multi-modal Coach Agent

    Jul 8, 2026Amin Tabrizian, Arsyi Aziz, Aarifah Ullah +3Large Language Model PlanningPilot

  55. A Gold-Standard Study of What Makes a Lightweight Game-Playing Agent Strong

    Jul 7, 2026Nima Kelidari, Mohammadsaeed Haghi, Mahdi SalmaniAgentic Reinforcement-Learning FrameworkImperfect-Information Games

  56. RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation

    Jul 7, 2026Sambaran Bandyopadhyay, Ananth MuppidiGraph-Based Retrieval Augmented GenerationKnowledge Graphs

  57. Healthier LLMs: Retrieval-Augmented Generation for Public Health Question Answering

    Jul 7, 2026Felix Feldman, Joshua Harris, Timothy Laurence +7HealthcareMultiple-Choice Questions

  58. From Application-Layer Simulation to Native Meta-Architecture: Structural Tension as an Endogenous Driver for Heterogeneous AI Evolution

    Jul 7, 2026Heting MaoCognitive ScienceLarge Language

  59. Beyond the Leaderboard: A Synthesis of Tool-Use, Planning, and Reasoning Failures in Large Language Model Agents

    Jul 7, 2026Wael Albayaydh, Rui Zhao, Ivan FlechaisLarge Language Model AgentsLarge Language Model Performance

  60. Agentic Scaffolding Amplifies Sycophantic Behavior in Large Language Models

    Jul 6, 2026Thantham JitthamSycophancyLarge Language Model Performance