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. Overreliance on AI in Information-seeking from Video Content

    Mar 20, 2026Anders Giovanni Møller, Elisa Bassignana, Francesco Pierri +1Generative Artificial IntelligenceVideos

  2. HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering

    Mar 19, 2026Dan Ben-Ami, Gabriele Serussi, Kobi Cohen +1Video Question AnsweringMultimodal Query

  3. Toward Measuring Structural Drift in LLM Communication Loops

    Mar 18, 2026Wael Hafez, Amir Nazeri, Chenan WeiLarge Language Model Performance

  4. Can LLMs Model Incorrect Student Reasoning? A Case Study on Distractor Generation

    Mar 16, 2026Yanick Zengaffinen, Andreas Opedal, Donya Rooein +3Student MisconceptionsReasoning Errors

  5. Practicing with Language Models Cultivates Human Empathic Communication

    Mar 16, 2026Aakriti Kumar, Nalin Poungpeth, Diyi Yang +2EmpathyLarge Language Model Performance

  6. LLM-MINE: Large Language Model based Alzheimer's Disease and Related Dementias Phenotypes Mining from Clinical Notes

    Mar 14, 2026Mingchen Shao, Yuzhang Xie, Carl Yang +1AlzheimerClinical Notes

  7. Design-Specification Tiling for ICL-based CAD Code Generation

    Mar 13, 2026Yali Du, San-Zhuo Xi, Hui Sun +1Computer-Aided DesignCode Generation

  8. Maximizing Mutual Information Between Prompt and Response Improves LLM Performance With No Additional Data

    Mar 10, 2026Hyunji Nam, Haoran Li, Natasha JaquesLarge Language Model Post-TrainingLarge Language Model Performance

  9. ErrorLLM: Modeling SQL Errors for Text-to-SQL Refinement

    Mar 4, 2026Zijin Hong, Hao Chen, Zheng Yuan +6Text-To-SqlSql

  10. ParEVO: Synthesizing Code for Irregular Data: High-Performance Parallelism through Agentic Evolution

    Mar 3, 2026Liu Yang, Zeyu Nie, Andrew Liu +4ParallelMock-Interface Synthesis

  11. Data Driven Optimization of GPU efficiency for Distributed LLM-Adapter Serving

    Feb 27, 2026Ferran Agullo, Joan Oliveras, Chen Wang +5Large Language Model ServingSingle Graphics Processing Unit

  12. Diagnosing LLM Reranker Behavior Under Fixed Evidence Pools

    Feb 20, 2026Baris Arat, Emre SeferRerankingLarge Language Model Performance

  13. Fine-Grained Uncertainty Quantification for Long-Form Language Model Outputs: A Comparative Study

    Feb 19, 2026Dylan Bouchard, Mohit Singh Chauhan, Viren Bajaj +1Large Language Model UncertaintyLarge Language Model Output

  14. Left-right asymmetry in predicting brain activity from LLMs' representations emerges with their formal linguistic competence

    Feb 13, 2026Laurent Bonnasse-Gahot, Christophe PallierLarge Language Model PerformanceLinguistics

  15. When Agents Disagree With Themselves: Behavioral Consistency as an Uncertainty Signal for LLM Agents

    Feb 12, 2026Aman MehtaLarge Language Model UncertaintyLarge Language Model Agents

  16. There Is More to Refusal in Large Language Models than a Single Direction

    Feb 2, 2026Faaiz Joad, Majd Hawasly, Sabri Boughorbel +2RefusalsLarge Language

  17. Learning to Route and Schedule LLMs from User Retrials via Contextual Queueing Bandits

    Feb 2, 2026Seoungbin Bae, Junyoung Son, Dabeen LeeLarge Language Model RoutingLinear Contextual Bandits

  18. Toward Non-Expert Customized Congestion Control: Large Language Model-Assisted CCA Code Generation with eBPF Deployment

    Jan 30, 2026Mingrui Zhang, Hamid Bagheri, Lisong XuCongestion MitigationSingguard-Nsfa

  19. Understanding LLM Failures: A Multi-Tape Turing Machine Analysis of Systematic Errors in Language Model Reasoning

    Jan 27, 2026Magnus BomanLarge Language Model PerformanceLarge Language Model Reasoning

  20. Strategies for Span Labeling with Large Language Models

    Jan 23, 2026Danil Semin, Ondřej Dušek, Zdeněk KasnerLarge LanguageEncoding Models

  21. The Effect of Scripts and Formats on LLM Numeracy

    Jan 21, 2026Varshini Reddy, Craig W. Schmidt, Seth Ebner +3Large Language Model PerformanceMathematical Reasoning

  22. SWE-Tester: Training Open-Source LLMs for Issue Reproduction in Real-World Repositories

    Jan 20, 2026Aditya Bharat Soni, Rajat Ghosh, Vaishnavi Bhargava +2Test GenerationBug

  23. Tracing the Latent Threads: A Mechanistic Study of How LLMs Represent and Operationalize Race and Ethnicity Cues

    Jan 19, 2026Shiyue Hu, Ruizhe Li, Yanjun GaoLarge Language Model BiasLarge Language Model Performance

  24. ARCQuant: Boosting NVFP4 Quantization with Augmented Residual Channels for LLMs

    Jan 12, 2026Haoqian Meng, Yilun Luo, Yafei Zhao +3Full-Precision PerformanceLLM Inference Efficiency

  25. Do Implicit Personalization and Explicit Styles Conflict? PsPLUG: A Lightweight Plug-in for Balancing Personalization and Style in Customized LLMs

    Jan 10, 2026Yutong Song, Jiang Wu, Shaofan Yuan +5PersonalizationModel Preference

  26. Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models

    Jan 8, 2026Zheng Luo, T Pranav Kutralingam, Ogochukwu N Okoani +3Multilingual Large Language ModelsLarge Language Model Performance

  27. Metaphors are a Source of Cross-Domain Misalignment of Large Reasoning Models

    Jan 6, 2026Zhibo Hu, Chen Wang, Yanfeng Shu +2Large Language Model PerformanceLarge Reasoning Models

  28. IRG-MotionLLM: Interleaving Motion Generation, Assessment and Refinement for Text-to-Motion Generation

    Dec 11, 2025Yuan-Ming Li, Qize Yang, Nan Lei +5Text-To-Motion GenerationMotion Generation

  29. Enhancing Large Language Model-Based Systems for End-to-End Circuit Analysis Problem Solving

    Dec 10, 2025Liangliang Chen, Weiyu Sun, Huiru Xie +2CircuitsLarge Language

  30. A Comprehensive Study on Visual Token Redundancy for Discrete Diffusion-based Multimodal Large Language Models

    Nov 19, 2025Duo Li, Zuhao Yang, Xiaoqin Zhang +2Diffusion Language ModelsMulti-Modal Large Language Models

  31. Scalable Synthesis of distributed LLM workloads through Symbolic Tensor Graphs

    Nov 13, 2025Changhai Man, Joongun Park, Hanjiang Wu +3Inference WorkloadsLarge Language

  32. Mind the Gap... or Not? How Translation Errors and Evaluation Details Skew Multilingual Results

    Nov 7, 2025Jan-Thorsten Peter, David Vilar, Tobias Domhan +2Multilingual Large Language ModelsCross-Lingual Transfer

  33. CreativityPrism: A Cross-Domain Evaluation Framework for Large Language Model Creativity

    Oct 23, 2025Zhaoyi Joey Hou, Bowei Alvin Zhang, Yining Lu +9CreativityLarge Language Model Evaluation

  34. Compositional Machine Design as Program Synthesis with LLMs

    Oct 16, 2025Wenqian Zhang, Yangyi Huang, Weiyang Liu +1Mock-Interface SynthesisLarge Language

  35. LiveOIBench: Can Large Language Models Outperform Human Contestants in Informatics Olympiads?

    Oct 10, 2025Kaijian Zou, Aaron Xiong, Yunxiang Zhang +6Olympiad-Level ProblemBenchmarking Large Language Models

  36. Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity

    Oct 1, 2025Jiayi Zhang, Simon Yu, Derek Chong +4DiversityLarge Language

  37. Predicting Effects, Missing Distributions: Evaluating LLMs as Human Behavior Simulators in Operations Management

    Sep 30, 2025Runze Zhang, Xiaowei Zhang, Mingyang ZhaoUser SimulationLarge Language Model Performance

  38. Stop Before You Fail: Operational Capability Boundaries for Mitigating Unproductive Reasoning in Large Reasoning Models

    Sep 29, 2025Qingjie Zhang, Yujia Fu, Yang Wang +5Large Reasoning ModelsLarge Language Model Performance

  39. Ranking Before Serving: Low-Latency LLM Serving via Pairwise Learning-to-Rank

    Sep 25, 2025Yiheng Tao, Yihe Zhang, Matthew Dearing +4Large LanguageInference Engine

  40. Benchmarking Web API Integration Code Generation

    Sep 24, 2025Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo +2Code GenerationApplication Programming Interfaces

  41. VoltanaLLM: Energy-Efficient and SLO-Aware Disaggregated LLM Serving via Adaptive Frequency Control and State-Space Routing

    Sep 5, 2025Jiahuan Yu, Aryan Taneja, Junfeng Lin +1Large Language Model ServingEnergy-Efficient

  42. EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention

    Aug 22, 2025Yifan Zhang, Chen Huang, Yueke Zhang +5Large Language Model OutputSaliency

  43. Context Misleads LLMs: The Role of Context Filtering in Maintaining Safe Alignment of LLMs

    Aug 9, 2025Jinhwa Kim, Ian G. HarrisAdversarial JailbreaksModel-Agnostic Defense

  44. Somatic in the East, Psychological in the West?: Investigating Clinically-Grounded Cross-Cultural Depression Symptom Expression in LLMs

    Aug 5, 2025Shintaro Sakai, Jisun An, Migyeong Kang +1Depression DetectionPsychology

  45. Squeeze10-LLM: Squeezing LLMs' Weights by 10 Times via a Staged Mixed-Precision Quantization Method

    Jul 24, 2025Qingcheng Zhu, Yangyang Ren, Linlin Yang +6Large Language Model QuantizationMixed-Precision Quantization

  46. FusionFactory: Fusing LLM Capabilities with Multi-LLM Log Data

    Jul 14, 2025Tao Feng, Haozhen Zhang, Zijie Lei +5Large LanguageCircular Factory

  47. A Technical Survey of Reinforcement Learning Techniques for Large Language Models

    Jul 5, 2025Saksham Sahai Srivastava, Vaneet AggarwalReinforcement Learning From Human FeedbackDeep Reinforcement Learning

  48. The Trilemma of Truth in Large Language Models

    Jun 30, 2025Germans Savcisens, Tina Eliassi-RadLarge LanguageTruth

  49. RedCoder: Automated Multi-Turn Red Teaming for Code LLMs

    Jun 25, 2025Wenjie Jacky Mo, Qin Liu, Xiaofei Wen +5Red-TeamingCode Generation

  50. Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models

    Jun 9, 2025Mickel Liu, Liwei Jiang, Yancheng Liang +4Large Language Model SafetySafety Alignment

  51. Training-free LLM Verification via Recycling Few-shot Examples

    Jun 8, 2025Dongseok Lee, Jimyung Hong, Dongyoung Kim +1Large Language Models(LlmsLarge Language Model Output

  52. LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models

    Apr 3, 2025Weibin Liao, Xin Gao, Tianyu Jia +6Text-To-SqlNatural Language Queries

  53. Is Your Benchmark Still Useful? Dynamic Benchmarking for Code Language Models

    Mar 9, 2025Batu Guan, Xiao Wu, Yuanyuan Yuan +1Reasoning BenchmarkLarge Language Model Output

  54. The relationship between reasoning and performance in large language models--o3 (mini) thinks harder, not longer

    Feb 21, 2025Marthe Ballon, Andres Algaba, Vincent GinisMathematical ReasoningReasoning Chain

  55. Thinking beyond the anthropomorphic paradigm benefits LLM research

    Feb 13, 2025Lujain Ibrahim, Myra ChengAnthropomorphismLarge Language Model Performance

  56. Learning by Surprise: Adaptive Mitigation of Model Collapse in Large Language Models

    Oct 16, 2024Daniele Gambetta, Gizem Gezici, Fosca Giannotti +3CollapseGenerative Artificial Intelligence

  57. Which Demographics do LLMs Default to During Annotation?

    Oct 11, 2024Johannes Schäfer, Aidan Combs, Christopher Bagdon +9Large Language Model BiasDemographics

  58. When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments

    Jul 15, 2024Chong Zhang, Xinyi Liu, Zhongmou Zhang +10Multi-Agent SimulationsFinancial Strategy Research

  59. Vikhr: The Family of Open-Source Instruction-Tuned Large Language Models for Russian

    May 22, 2024Aleksandr Nikolich, Konstantin Korolev, Sergei Bratchikov +2Multilingual Large Language ModelsLarge Language

  60. Characterizing Narrative Content in Web-scale LLM Pretraining Data

    Date pendingTeagan Johnson, Elliott Ash, Andrew Piper +1NarrativesLlm-Generated Stories