Large Language Models(Llms

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Large LanguageLarge Language Models FailLarge Language Model ReliabilityInstruction-Tuned Large Language ModelsLarge Language Model BackbonesLarge Language Model ResponsesLarge Language Model Calls

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Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Large Language Models(Llms.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Large Language Models(Llms.

143 papers

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  1. Reinforcement Learning Improves LLM Accuracy and Reasoning in Disease Classification from Radiology Reports

    Apr 21, 2026Yishu Wei, Yi Lin, Adam Flanders +2Radiology Report GenerationClinical Reasoning

  2. LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval

    Apr 20, 2026He Cheng, Yifu Wu, Saksham Khatwani +5Knowledge GraphsLLM Reasoning Methods

  3. River-LLM: Large Language Model Seamless Exit Based on KV Share

    Apr 20, 2026Yingtao Shen, An ZouLLM Inference EfficiencyLarge Language Model Decoding

  4. Enhancing Zero-shot Personalized Image Aesthetics Assessment with Profile-aware Multimodal LLM

    Apr 19, 2026Chun Wang, Chenfeng Wei, Chenyang Liu +1Large Multimodal ModelsVisual In-Context Learning

  5. Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking

    Apr 17, 2026Jun Feng, Jiahui Tang, Zhicheng He +5Large Language Model AdaptationGenerative Reasoning Re-Rankers

  6. Can LLMs Reason About Attention? Towards Zero-Shot Analysis of Multimodal Classroom Behavior

    Apr 3, 2026Nolan Platt, Sehrish Nizamani, Alp Tural +5Large Language Models(LlmsZero-Shot Benchmark

  7. When Hate Meets Facts: LLMs-in-the-Loop for Check-worthiness Detection in Hate Speech

    Mar 26, 2026Nicolás Benjamín Ocampo, Tommaso Caselli, Davide CeolinHate Speech DetectionHate Speech

  8. VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection

    Mar 23, 2026Xinghan Li, Junhao Xu, Jingjing ChenDeepfake DetectionDigital Forensics

  9. 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

  10. Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks

    Mar 12, 2026Mei Chee Leong, Ying Gu, Hui Li Tan +2Large Language Models(LlmsEnhancement

  11. Design-MLLM: A Reinforcement Alignment Framework for Verifiable and Aesthetic Interior Design

    Mar 4, 2026Yuxuan Yang, Xiaotong Mao, Jingyao WangLarge Language Models(LlmsLarge Multimodal Models

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

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

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

    Feb 27, 2026Ferran Agullo, Joan Oliveras, Chen Wang +5Large Language Model ServingThroughput

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

    Feb 12, 2026Aman MehtaLarge Language Model AgentsLarge Language Model Uncertainty

  15. HeaPA: Difficulty-Aware Heap Sampling and On-Policy Query Augmentation for LLM Reinforcement Learning

    Jan 30, 2026Weiqi Wang, Xin Liu, Binxuan Huang +13Large Language Models(LlmsOn-Policy

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

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

  17. Training-Free Policy Violation Detection via Activation-Space Whitening in LLMs

    Dec 3, 2025Oren Rachmil, Avishag Shapira, Roy Betser +5Large Language Model SafetyViolation

  18. LLM4Delay: Flight Delay Prediction via Cross-Modality Adaptation of Large Language Models and Aircraft Trajectory Representation

    Oct 24, 2025Thaweerath Phisannupawong, Joshua Julian Damanik, Han-Lim ChoiAir Traffic ControlTrajectory Prediction

  19. 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

  20. 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

  21. 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

  22. MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning

    Sep 9, 2024Jianyi Zhang, Hao Frank Yang, Ang Li +5Federated Fine-TuningLarge Multimodal Models

  23. Multimodal Large Language Model driven Radiology Report Generation with Clinical Knowledge Enhancement

    Mar 11, 2024Miaojing Shi, Tianyu Cen, Zijie Yue +3Radiology Report GenerationMultimodal Clinical Data