Large Language

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Large Language Model PerformanceLarge Language Models(LlmsLarge Language Model OutputLarge Language Model Calls

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Period ending 2026-09-21

16 new papers

A weekly snapshot of new work published in Large Language.

Period ending 2026-09-14

4 new papers

A weekly snapshot of new work published in Large Language.

Period ending 2026-09-07

14 new papers

A weekly snapshot of new work published in Large Language.

417 papers

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  1. Which Models Perform Better in Inheritance Reasoning?

    Jun 11, 2026Mohammed Amine Mouhoub, Chahinez BouchekifLarge Language Model PerformanceLarge Language

  2. An LLM System for Autonomous Variational Quantum Circuit Design

    Jun 11, 2026Kenya Sakka, Wataru Mizukami, Kosuke MitaraiVariational Quantum CircuitsQuantum Circuit Simulation

  3. Balancing ASR and diarization in end-to-end LLMs for multi-talker speech recognition

    Jun 11, 2026Naijun Zheng, Yuke Lin, Sanli Tian +4Speaker DiarizationAutomatic Speech Recognition Systems

  4. The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems

    Jun 11, 2026Jiaqi Luo, Jiarun Dai, Zhile Chen +8Penetration TestingLanguage Model Evasion Attacks

  5. Deployment-Centered Evaluation: Predicting Query-Level Rejection Risk in a Clinical LLM System

    Jun 10, 2026Alyssa Unell, Miguel Fuentes, Brenna Li +4Large LanguageElectronic Health Records

  6. Closing the Social-Semantic Gap: SPSD for Edge-Based Prompt Compression in Cloud LLM Inference

    Jun 10, 2026Abhinit Sen, Ajeet Kumar, Manaranjan PradhanLLM Inference EfficiencyLarge Language

  7. External Experience Serving in Production LLM Systems: A Deployment-Oriented Study of Quality-Cost Trade-offs

    Jun 10, 2026Lin Sun, Heming Zhang, Xiangzheng ZhangLarge Language Model ServingExperience

  8. Scenario-based Probing and Steering Cultural Values in Large Language Models--Extended Version

    Jun 9, 2026Trung Duc Anh Dang, Tung Kieu, Sarah MasudLarge Language Model AlignmentLarge Language Model Bias

  9. Life Cycle Assessment of Pre-training the Lucie 7B Open-Source Large Language Model on the Jean Zay Supercomputer

    Jun 9, 2026Marc Léobet, Pierre-François Lavallée, Jean-Pierre LorréLarge LanguageHigh-Performance Computing

  10. LakeQA: An Exploratory QA Benchmark over a Million-Scale Data Lake

    Jun 9, 2026Haonan Wang, Jiaxiang Liu, Yurong Liu +11Multi-Hop Question Answering BenchmarksData Lakes

  11. Instruction Finetuning DeepSeek-R1-8B Model Using LoRA and NEFTune

    Jun 9, 2026Wu Yuerong, Mingni LuoNamed-Entity RecognitionLarge Language Model Fine-Tuning

  12. OpenRTLSet: A Fully Open-Source Dataset for Large Language Model-based Verilog Module Design

    Jun 9, 2026Jinghua Wang, Lily Jiaxin Wan, Sanjana Pingali +6VhdlLarge Language

  13. My Chemical Harness: Evolutionary Molecular Design over Synthetic Pathways with Large Language Model Agents

    Jun 8, 2026César Ojeda, Darius A. Faroughy, Maryam Karimi +3Vast Chemical SpaceLarge Language

  14. Steganography Without Modification: Hidden Communication via LLM Seeds

    Jun 8, 2026Felix Mächtle, Jonas Sander, Sebastian Berndt +3SteganographyLarge Language Model Watermarks

  15. Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges

    Jun 8, 2026Tiejin Chen, Pingzhi Li, Kaixiong Zhou +2Multi-Modal Large Language ModelsLarge Language Model Safety

  16. Graph2Idea:Retrieval-Augmented Scientific Idea Generation with Graph-Structured Contexts

    Jun 8, 2026Xu Li, Hanzhe Tu, Xun HanIdeasGraph-Based Retrieval Augmented Generation

  17. Towards Long-Horizon Vessel Trajectory and Destination Forecasting with Reasoning Large Language Models

    Jun 7, 2026Hongwei Wang, Miao Zhou, Fengde Wang +10Trajectory PredictionMaritime Navigation

  18. From Holistic Evaluation to Structured Criteria: Rubrics Across the Evolving LLM Landscape

    Jun 7, 2026Hao Chen, Ziyu Han, Yukun Yan +3RubricsLarge Language Model Evaluation

  19. GRPO Does Not Close the Multi-Agent Coordination Gap

    Jun 5, 2026Najmul Hasan, Prashanth BusiReddyGariMulti-Agent CoordinationGroup Relative Policy Optimization

  20. Characterizing Opinion Evolution of Networked LLMs

    Jun 5, 2026Caleb Probine, Yigit Ege Bayiz, Filippos Fotiadis +3Opinion DynamicsLarge Language

  21. SPEAR: A System for Post-Quantization Error-Adaptive Recovery Enabling Efficient Low-Bit LLM Serving

    Jun 4, 2026Hongyuan Liu, Yawei Li, Zhiqiang Que +3Large Language Model QuantizationLarge Language Model Serving

  22. YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

    Jun 4, 2026PSBC LLM Team, Huawei LLM Team, Ruihan Long +56Large LanguageTransitions

  23. Willing but Unable: Separating Refusal from Capability in Code LLMs via Abliteration

    Jun 3, 2026Cristina Carleo, Pietro Liguori, Naghmeh Ivaki +1Vulnerable CodeVulnerability Detection & Repair

  24. Can Crowdsourcing Survive the LLM Era? A Community Survey on Human Data Collection

    Jun 3, 2026Aswathy Velutharambath, Neele Falk, Sofie Labat +2Crowdsourced FrameworkLarge Language

  25. Voices Across Registers: Corpus-Conditioned Vernacular Jailbreaks against Aligned LLMs via Fanfiction Subgenres

    Jun 3, 2026Zhongze Luo, Ruihe Shi, Zhenshuai Yin +3Jailbreak EvaluationsJailbreak Detection

  26. DLLG: Dynamic Logit-Level Gating of LLM Experts

    Jun 3, 2026Bingnan Li, Zhaoyang Zhang, Xiaoze Liu +6Mixture-Of-Expert Language ModelsLarge Language

  27. E2LLM: Towards Efficient LLM Serving in Heterogeneous Edge/Fog Environments

    Jun 2, 2026Truong-Thanh Le, Amir Taherkordi, Hoang-Loc La +3Large Language Model ServingLLM Inference Efficiency

  28. LiftQuant: Continuous Bit-Width LLM via Dimensional Lifting and Projection

    Jun 2, 2026Liulu He, XuanAng Liu, Juntao Liu +8Large Language Model QuantizationLow-Bit

  29. Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

    Jun 2, 2026Bagus Rakadyanto Oktavianto Putra, Muhamad Risqi Utama Saputra, Widyawan +1Smart ContractsAlgorithm Auditing

  30. A Practice Auditing Framework for Large Language Model Use: Collective Empiricism, Pseudo-Rational Cognition, and Governance of AI-Generated Content

    Jun 2, 2026Yang Zhao, Yingshuo Li, Zeyu ZhangArtificial Intelligence GovernanceAi-Generated

  31. Acceptance-Test-Driven Evaluation Protocols for Business-Centric LLM Systems

    Jun 1, 2026Eric LiangLarge Language Model EvaluationEvaluation Protocols

  32. Auditing Asset-Specific Preferences in Financial Large Language Models: Evidence from Bitcoin Representations and Portfolio Allocation

    Jun 1, 2026Wenbin WuLarge Language Model Decision-MakingPortfolio Optimization

  33. EstRTL: Functional Estimation Guided RTL Code Generation

    Jun 1, 2026Qi Xiong, Renzhi Chen, Bowei Wang +3Flexible Register Transfer Level Design AutomationRegister Transfer Level

  34. LLM Consortium for Software Design Refinement: A Controlled Experiment on Multi-Agent Collaboration Topologies

    May 31, 2026Nagarjuna Kanamarlapudi, Praveen KMulti-Agent Large Language ModelCollaboration

  35. Beyond Access: Guided LLM Scaffolding for Independent Learning in Undergraduate Statistics

    May 31, 2026Mohammad Amanlou, Yasaman Amou-Jafari, Mehrad Livian +3Large LanguageProbability

  36. When Data Is Scarce: Scaling Sparse Language Models with Repeated Training

    May 31, 2026Boqian Wu, Qiao Xiao, Patrik Okanovic +6Large ModelsData Scarcity

  37. Relational Intervention During Functional Collapse in Large Language Models: A Lexical-Statistical Ablation and a Structure x Register Factorial

    May 31, 2026Franco Santana, Horacio VicoDissociationAblation

  38. Mitigating Hallucinations in Large Language Models Via Decoder Layer Skipping

    May 30, 2026Hanze Li, Jinhao You, Yichen Guo +3Large Language Model HallucinationHallucination Mitigation

  39. LLM-Driven Co-Evolutionary Automated Heuristic Design for Bi-Component Coupled Combinatorial Optimization

    May 30, 2026Mingen Kuang, Xudong Deng, Xi Lin +3Co-EvolutionCombinatorial Optimization

  40. ProjQ: Project-and-Quantize for Adapter-Aware LLM Compression

    May 30, 2026Wenya Yu, Chao Zhang, Li Wang +2Large Language Model QuantizationLarge Language Model Compression

  41. From "Weak" Signals to Strong Models: Preference Delta Aggregation with LoRA Merging

    May 29, 2026Qi Sun, Siyue Zhang, Yulin Chen +3Large LanguageLow-Rank Adaptation

  42. Translation Analytics for Freelancers II: Benchmarking Local LLMs for Confidential Translation Workflows

    May 29, 2026Yuri Balashov, Rex VanHorn, Mingxi Xu +1Machine Translation ModelsNeural Machine Translation Models

  43. The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of Large Language Models for Spatial Reasoning in Navigation Planning

    May 29, 2026Xudong Zhang, Jian Yang, Shengkai Wang +5Large Language Model PlanningSpatial Reasoning

  44. Target-Side Paraphrase Augmentation for Sign Language Translation with Large Language Models

    May 29, 2026Pedro Dal Bianco, Jean Paul Nunes Reinhold, Oscar Stanchi +3Sign Language RecognitionParaphrasing

  45. On the Robustness of Multilingual Text Embedding Rankings Across Learning Tasks, Languages, and Benchmark Datasets

    May 29, 2026Ana Gjorgjevikj, Barbara Koroušić Seljak, Tome EftimovDomain-Invariant Text EmbeddingsMultilingual

  46. Office Comprehension Benchmark

    May 29, 2026Firoz Shaik, Mateus Picanço Lima Gomes, Tanvir Aumi +17First Comprehensive BenchmarkLarge Language

  47. The Long-Term Effects of Data Selection in LLM Fine-Tuning

    May 28, 2026Yuxin Yang, Aoxiong Zeng, Xiangquan YangLarge Language Model Fine-TuningLarge Language

  48. LLMSurgeon: Diagnosing Data Mixture of Large Language Models

    May 28, 2026Yaxin Luo, Jiacheng Cui, Xiaohan Zhao +5Large LanguageMixtures

  49. SchGen: PCB Schematic Generation with Semantic-Grounded Code Representations

    May 28, 2026Qinpei Luo, Ruichun Ma, Xinyu Zhang +1Computer-Aided DesignConsumer Hardware

  50. Unlocking the Working Memory of Large Language Models for Latent Reasoning

    May 28, 2026Lukas Aichberger, Sepp HochreiterEfficient Latent ReasoningLarge Language

  51. MIRA: Mid-training Rubric Anchoring for Source-Aware Data Selection

    May 28, 2026Haowen Wang, Yaxin Du, Jian Yang +9Large LanguageRubrics

  52. Protocol for evaluating ChatGPT in biomedical association generation and verification using a RAG-enabled, cross-model majority voting workflow

    May 28, 2026Ahmed Abdeen Hamed, Luis M. RochaMedical OntologyClinical Reasoning

  53. Token Inflation: How Dishonest Providers Can Overcharge for Large Language Model Usage

    May 28, 2026Shahinul Hoque, Jinghuai Zhang, Jinyuan Sun +1Algorithm AuditingLarge Language

  54. Latent Performance Profiling of Large Language Models

    May 28, 2026Tanmoy Chakraborty, Ayan Sengupta, Suparna Bhattacharya +7Large LanguageProfiling

  55. DySem: Uncovering Dynamic Semantic Components of Large Language Models for Calculating Semantic Textual Similarity

    May 28, 2026Kaijie Zheng, Weiqin Wang, Yile Wang +1Geo-Contextual AlignmentDomain-Invariant Text Embeddings

  56. Minimal Prompt Perturbations Lead to Code Vulnerabilities: Prompt Fragility and Hidden-State Signals in Coding LLMs

    May 28, 2026Alexander Sternfeld, Andrei Kucharavy, Ljiljana DolamicVulnerable CodeVulnerability Detection & Repair

  57. DynaGraph: Lightweight Multi-Model Interaction Framework via Dynamic Topological Reconfiguration

    May 28, 2026Yanxing Guo, Zihao Zheng, Fangzhou Wu +4Reasoning GraphsLarge Language

  58. Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet

    May 28, 2026Adly Templeton, Tom Conerly, Jonathan Marcus +23Sparse Autoencoder FeaturesModel Interpretability

  59. Apertus LLM Family Expansion via Distillation and Quantization

    May 27, 2026Andrei Panferov, Davit Melikidze, Martin Jaggi +1Large Language Model QuantizationLarge Language

  60. Can Large Language Models Handle Discourse Particles? A Case Study of Colloquial Malay

    May 27, 2026Mariah Al Giptiah Binte Yusoff, Jakin Tan, Bocheng Chen +2Large Language Model PerformanceLinguistics