Title
Enhancing LLMs via High-Knowledge Data Selection Feiyu Duan Xuemiao Zhang Sirui Wang Haoran Que Yuqi Liu Wenge Rong Xunliang Cai 20 0 0 20 May 2025
SynDec: A Synthesize-then-Decode Approach for Arbitrary Textual Style Transfer via Large Language Models Han Sun Zhen Sun Zikai Zhang Linzhao Jia Wei Shao Min Zhang 24 0 0 19 May 2025
An Empirical Study of Many-to-Many Summarization with Large Language Models Jiaan Wang Fandong Meng Zengkui Sun Yunlong Liang Yuxuan Cao Jiarong Xu Haoxiang Shi Jie Zhou 22 0 0 19 May 2025
Automated Profile Inference with Language Model Agents Yuntao Du Zitao Li Bolin Ding Yaliang Li Hanshen Xiao Jingren Zhou Ninghui Li LLMAG 22 0 0 18 May 2025
Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate Ziyang Huang Wangtao Sun Jun Zhao Kang Liu LRM 27 0 0 16 May 2025
Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring Junyu Xue Xudong Wang Xiaoling He Shicheng Liu Yi Wang Guoming Tang 34 0 0 09 May 2025
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Yixin Yang Qingxiu Dong Linli Yao Fangwei Zhu Zhifang Sui 53 0 0 08 May 2025
The Pitfalls of Growing Group Complexity: LLMs and Social Choice-Based Aggregation for Group Recommendations Cedric Waterschoot N. Tintarev Francesco Barile 51 0 0 08 May 2025
In-Context Adaptation to Concept Drift for Learned Database Operations Jiaqi Zhu Shaofeng Cai Yanyan Shen Gang Chen Fang Deng Beng Chin Ooi VLM 54 0 0 07 May 2025
Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale Jiale Liu Yifan Zeng Shaokun Zhang Chi Zhang Malte Højmark-Bertelsen Marie Normann Gadeberg Han Wang Qingyun Wu 41 0 0 06 May 2025
OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification Shangyu Li Juyong Jiang Tiancheng Zhao Jiasi Shen 49 0 0 29 Apr 2025
Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records Jesus Lovon Thouria Ben-Haddi Jules Di Scala José G. Moreno L. Tamine 60 2 0 29 Apr 2025
The Rise of Small Language Models in Healthcare: A Comprehensive Survey Muskan Garg Shaina Raza Shebuti Rayana Xingyi Liu Sunghwan Sohn LM&MA AILaw 92 0 0 23 Apr 2025
Benchmarking Multi-National Value Alignment for Large Language Models Chengyi Ju Weijie Shi Chengzhong Liu Yalan Qin Jipeng Zhang ... Jia Zhu Jiajie Xu Yaodong Yang Sirui Han Yike Guo 238 0 0 17 Apr 2025
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Z. Chen Z. Z. Ren Maarten de Rijke 48 0 0 05 Apr 2025
Explainable ICD Coding via Entity Linking Leonor Barreiros I. Coutinho Gonçalo M. Correia Bruno Martins 68 0 0 26 Mar 2025
WindowKV: Task-Adaptive Group-Wise KV Cache Window Selection for Efficient LLM Inference Youhui Zuo Sibo Wei C. Zhang Zhuorui Liu Wenpeng Lu Dawei Song VLM 66 0 0 23 Mar 2025
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention Emily Xiao Chin-Jou Li Yilin Zhang Graham Neubig Amanda Bertsch BDL 78 0 0 11 Mar 2025
Representation Engineering for Large-Language Models: Survey and Research Challenges Lukasz Bartoszcze Sarthak Munshi Bryan Sukidi Jennifer Yen Zejia Yang David Williams-King Linh Le Kosi Asuzu Carsten Maple 102 0 0 24 Feb 2025
QUILL: Quotation Generation Enhancement of Large Language Models Jin Xiao Bowei Zhang Qianyu He Jiaqing Liang Feng Wei Jinglei Chen Zujie Liang Deqing Yang Yanghua Xiao HILM LRM 113 0 0 21 Feb 2025
Social Genome: Grounded Social Reasoning Abilities of Multimodal Models Leena Mathur Marian Qian Paul Pu Liang Louis-Philippe Morency LRM 255 1 0 21 Feb 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning Xuetao Ma Wenbin Jiang Hua Huang LRM 73 1 0 21 Feb 2025
K-ON: Stacking Knowledge On the Head Layer of Large Language Model Lingbing Guo Wenjie Qu Zhongpu Bo Zhuo Chen Mengshu Sun Qing Cui Wen Zhang Huajun Chen 100 0 0 10 Feb 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education Yanhao Jia Xinyi Wu Hao Li Qinglin Zhang Yuxiao Hu Shuai Zhao Wenqi Fan 53 3 0 09 Feb 2025
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Chenyang Shao Xinyuan Hu Yutang Lin Fengli Xu LLMAG LRM 72 4 0 06 Feb 2025
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Songlin Xu Hao-Ning Wen Hongyi Pan Dallas Dominguez Dongyin Hu Xinyu Zhang 75 1 0 04 Feb 2025
Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model Jiali Chen Xusen Hei Yuqi Xue Zihan Wu Jiayuan Xie Yi Cai AI4Ed 103 1 0 03 Feb 2025
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task Ziije Zhong Linqing Zhong Zhaoze Sun Qingyun Jin Zengchang Qin Xiaofan Zhang 65 7 0 28 Jan 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity T. Y. S. S. Santosh Chen Jia Patrick Goroncy Matthias Grabmair AILaw 57 1 0 23 Jan 2025
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Moreno La Quatra Valerio Mario Salerno Yu Tsao Sabato Marco Siniscalchi 104 0 0 22 Jan 2025
A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education Ziqing Li Mutlu Cukurova Sahan Bulathwela 38 3 0 10 Jan 2025
MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification Saptarshi Sengupta Kristal Curtis Akshay Mallipeddi Abhinav Mathur Joseph Ross Liang Gou Liang Gou LLMAG SyDa 138 1 0 28 Nov 2024
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 131 73 0 25 Nov 2024
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning Zhengyu Hu Yichuan Li Zhengyu Chen Rongxiang Weng Han Liu Kyumin Lee Kaize Ding GNN 280 1 0 09 Oct 2024
From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues Yu Li Devamanyu Hazarika Di Jin Julia Hirschberg Yang Liu 33 0 0 04 Oct 2024
LLM-Cure: LLM-based Competitor User Review Analysis for Feature Enhancement Maram Assi Safwat Hassan Ying Zou ELM 49 1 0 24 Sep 2024
Speechworthy Instruction-tuned Language Models Hyundong Justin Cho Nicolaas Jedema Leonardo F. R. Ribeiro Karishma Sharma Pedro Szekely Alessandro Moschitti Ruben Janssen Jonathan May ALM 47 1 0 23 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 66 23 0 10 Sep 2024
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting Emmanuel Aboah Boateng Cassiano O. Becker Nabiha Asghar Kabir Walia Ashwin Srinivasan Ehi Nosakhare Victor Dibia Soundar Srinivasan LRM 31 0 0 18 Aug 2024
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions Chenming Tang Zhixiang Wang Hao Sun Yunfang Wu LRM 34 0 0 16 Aug 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 56 6 0 05 Aug 2024
Table Transformers for Imputing Textual Attributes Ting-Ruen Wei Yuan Wang Yoshitaka Inoue Hsin-Tai Wu Yi Fang LMTD 45 0 0 04 Aug 2024
MAVEN-Fact: A Large-scale Event Factuality Detection Dataset Chunyang Li Hao Peng Xiaozhi Wang Yunjia Qi Lei Hou Bin Xu Juanzi Li HILM 40 1 0 22 Jul 2024
ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning Senbin Zhu Hanjie Zhao Xingren Wang Shanhong Liu Yuxiang Jia Hongying Zan 51 1 0 22 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 59 18 0 08 Jul 2024
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment Yilong Lai Jialong Wu Congzhi Zhang Haowen Sun Deyu Zhou 52 3 0 02 Jul 2024
What We Talk About When We Talk About LMs: Implicit Paradigm Shifts and the Ship of Language Models Shengqi Zhu Jeffrey M. Rzeszotarski KELM 64 1 0 02 Jul 2024
ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models Yuxuan Yin Yu Wang Boxun Xu Peng Li 46 11 0 26 Jun 2024
Token-based Decision Criteria Are Suboptimal in In-context Learning Hakaze Cho Yoshihiro Sakai Mariko Kato Kenshiro Tanaka Akira Ishii Naoya Inoue 48 3 0 24 Jun 2024
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation Jiakuan Xie Pengfei Cao Yuheng Chen Yubo Chen Kang Liu Jun Zhao KELM 52 4 0 17 Jun 2024