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• EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks

  Xiao Yang, Xuejiao Zhao, Zhiqi Shen

  34340-34348

  2026-03-14

• On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models

  Ding Cao, Yuchen Cai, Yuqing Huang, Xuesong He, Rongxi Guo, Guiquan Liu, Guangzhong Sun

  30139-30147

  2026-03-14

• AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models

  Jiacheng Wang, Tianle Chen, Pengyu Cheng, Xiaofeng Hou, Jiacheng Liu

  26242-26250

  2026-03-14

• State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models

  Geewook Kim, Minjoon Seo

  5656-5664

  2026-03-14

• Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization

  Jianing Wang, Yang Zhou, Xiaocheng Zhang, Mengjiao Bao, Peng Yan

  25362-25370

  2025-04-11

• Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models

  Han Cao, Lingwei Wei, Wei Zhou, Songlin Hu

  23514-23522

  2025-04-11

• TexFit: Text-Driven Fashion Image Editing with Diffusion Models

  Tongxin Wang, Mang Ye

  10198-10206

  2024-03-24

• TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models

  Honglei Zhang, Zhiwei Li, Haoxuan Li, Xin Zhou, Jie Zhang, Yidong Li

  28212-28220

  2026-03-14

• SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

  Hongjian Liu, Qingsong Xie, Tianxiang Ye, Zhijie Deng, Chen Chen, Shixiang Tang, Xueyang Fu, Haonan Lu, Zheng-Jun Zha

  5451-5459

  2025-04-11

• Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics

  Sean Welleck, Peter West, Jize Cao, Yejin Choi

  8629-8637

  2022-06-28

• Towards Debiasing DNN Models from Spurious Feature Influence

  Mengnan Du, Ruixiang Tang, Weijie Fu, Xia Hu

  9521-9528

  2022-06-28

• SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models

  Linqin Wang, Yaping Liu, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang, Wenjun Wang, Ling Dong

  25380-25388

  2025-04-11

• Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation

  Nicholas Egan, Oleg Vasilyev, John Bohannon

  10599-10607

  2022-06-28

• Deep Fusing Pre-trained Models into Neural Machine Translation

  Rongxiang Weng, Heng Yu, Weihua Luo, Min Zhang

  11468-11476

  2022-06-28

• Leashing the Inner Demons: Self-Detoxification for Language Models

  Canwen Xu, Zexue He, Zhankui He, Julian McAuley

  11530-11537

  2022-06-28

• Towards Inclusive AI: Advancing Multilingual Large Language Models

  Wenxuan Zhang

  39848-39848

  2026-03-14

• HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning

  Qihao Yang, Xuelin Wang, Jiale Chen, Xuelian Dong, Yuxin Hao, Tianyong Hao

  39522-39530

  2026-03-14

• Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models

  Antoine Louis, Gijs van Dijck, Gerasimos Spanakis

  22266-22275

  2024-03-24

• Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models

  Jiaxu Zhao, Meng Fang, Mingze Zhong, Shunfeng Zheng, Ling Chen, Mykola Pechenizkiy

  39637-39645

  2026-03-14

• Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning

  Shuzheng Si, Haozhe Zhao, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Bofei Gao, Kangyang Luo, Wenhao Li, Yufei Huang, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun

  33001-33009

  2026-03-14

• Automated Assessment of Student Self-Explanation in Code Comprehension Using Pre-Trained Language Models

  Jeevan Chapagain, Vasile Rus

  28996-29003

  2025-04-11

• Leveraging Large Language Models for Wind Energy Assessment

  Janice Anta Zebaze, Azanzi Jiomekong, Innocent Souopgui, Germaine Djuidje Kenmoé

  29315-29316

  2025-04-11

• SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models

  Giorgio Piras, Raffaele Mura, Fabio Brau, Luca Oneto, Fabio Roli, Battista Biggio

  32728-32736

  2026-03-14

• Finite Based Contraction and Expansion via Models

  Ricardo Guimarães, Ana Ozaki, Jandson S. Ribeiro

  6389-6397

  2023-06-26

• STLC-KG:A Social Text Steganalysis Method Combining Large-Scale Language Models and Common-Sense Knowledge Graphs

  Zhuang Wang, Linna Zhou, Xuekai Chen, Zhili Zhou, Zhongliang Yang

  25461-25469

  2025-04-11