Papers citing "Language Models are Few-Shot Learners"

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Title
United Minds or Isolated Agents? Exploring Coordination of LLMs under Cognitive Load Theory HaoYang Shang Xuan Liu Zi Liang J. Zhang Haibo Hu Song Guo LLMAG 24 0 0 07 Jun 2025
FREE: Fast and Robust Vision Language Models with Early Exits Divya J. Bajpai M. Hanawal VLM 15 0 0 07 Jun 2025
MedCite: Can Language Models Generate Verifiable Text for Medicine? Xiao Wang Mengjue Tan Qiao Jin Guangzhi Xiong Yu Hu Aidong Zhang Zhiyong Lu Minjia Zhang 18 0 0 07 Jun 2025
Can In-Context Reinforcement Learning Recover From Reward Poisoning Attacks? Paulius Sasnauskas Yiğit Yalın Goran Radanović 10 0 0 07 Jun 2025
RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints Tan-Hanh Pham Chris Ngo OffRL LRM 23 0 0 07 Jun 2025
Modeling Earth-Scale Human-Like Societies with One Billion Agents Haoxiang Guan Jiyan He Liyang Fan Zhenzhen Ren Shaobin He Xin Yu Yuan Chen Shuxin Zheng Tie-Yan Liu Zhen Liu AI4CE 19 0 0 07 Jun 2025
Exploring Visual Prompting: Robustness Inheritance and Beyond Qi Li Liangzhi Li Zhouqiang Jiang Bowen Wang Keke Tang VPVLM VLM 18 0 0 07 Jun 2025
Training-Free Tokenizer Transplantation via Orthogonal Matching Pursuit Charles Goddard Fernando Fernandes Neto 22 0 0 07 Jun 2025
Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification Subhendu Khatuya Shashwat Naidu Saptarshi Ghosh Pawan Goyal Niloy Ganguly VLM 17 0 0 07 Jun 2025
Quantile Regression with Large Language Models for Price Prediction Nikhita Vedula Dushyanta Dhyani Laleh Jalali Boris Oreshkin Mohsen Bayati S. Malmasi 15 0 0 07 Jun 2025
MarginSel : Max-Margin Demonstration Selection for LLMs Rajeev Bhatt Ambati James Lester Shashank Srivastava Snigdha Chaturvedi 23 0 0 07 Jun 2025
Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning Yuan Yuan Yukun Liu Chonghua Han Jie Feng Yong Li 12 0 0 07 Jun 2025
Text-to-LoRA: Instant Transformer Adaption Rujikorn Charakorn Edoardo Cetin Yujin Tang Robert Tjarko Lange AI4CE 51 0 0 06 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei Sitong Mao Shunbo Zhou Hongyuan Zhang Xuelong Li Ping Luo CLL 31 0 0 06 Jun 2025
Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques Adarsh Prasad Behera J. Champati Roberto Morabito Sasu Tarkoma J. Gross 16 0 0 06 Jun 2025
Building Models of Neurological Language Henry Watkins 43 0 0 06 Jun 2025
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Yichi Zhang Xin Luna Dong Zhaojiang Lin Andrea Madotto Anuj Kumar Babak Damavandi J. Chai Seungwhan Moon 48 0 0 06 Jun 2025
RecGPT: A Foundation Model for Sequential Recommendation Yangqin Jiang Xubin Ren Lianghao Xia Da Luo Kangyi Lin Chao Huang LRM 97 0 0 06 Jun 2025
When to Trust Context: Self-Reflective Debates for Context Reliability Zeqi Zhou Fang Wu Shayan Talaei Haokai Zhao Cheng Meixin Tinson Xu Amin Saberi Yejin Choi HILM 47 0 0 06 Jun 2025
Transformative or Conservative? Conservation laws for ResNets and Transformers Sibylle Marcotte Rémi Gribonval Gabriel Peyré 35 0 0 06 Jun 2025
Mitigating Catastrophic Forgetting with Adaptive Transformer Block Expansion in Federated Fine-Tuning Yujia Huo Jianchun Liu Hongli Xu Zhenguo Ma Shilong Wang Liusheng Huang CLL 38 0 0 06 Jun 2025
Hey, That's My Data! Label-Only Dataset Inference in Large Language Models Chen Xiong Zihao Wang Rui Zhu Tsung-Yi Ho Pin-Yu Chen Jingwei Xiong Haixu Tang Lucila Ohno-Machado 47 0 0 06 Jun 2025
CP-Bench: Evaluating Large Language Models for Constraint Modelling Kostis Michailidis Dimos Tsouros Tias Guns 55 0 0 06 Jun 2025
Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR Fardis Nadimi Payam Abdisarabshali Kasra Borazjani Jacob Chakareski Seyyedali Hosseinalipour 42 0 0 06 Jun 2025
A Systematic Review of Poisoning Attacks Against Large Language Models Neil Fendley Edward W. Staley Joshua Carney William Redman Marie Chau Nathan G. Drenkow AAML PILM 21 0 0 06 Jun 2025
MIRIAD: Augmenting LLMs with millions of medical query-response pairs Qinyue Zheng Salman Abdullah Sam Rawal C. Zakka Sophie Ostmeier Maximilian Purk E. Reis Eric J. Topol J. Leskovec Michael Moor LM&MA AI4MH 54 1 0 06 Jun 2025
Large Language Models are Good Relational Learners Fang Wu Vijay Prakash Dwivedi Jure Leskovec 33 0 0 06 Jun 2025
Large Language Models are Demonstration Pre-Selectors for Themselves Jiarui Jin Yuwei Wu Haoxuan Li Xiaoting He Weinan Zhang Y. Yang Yong Yu Jun Wang Mengyue Yang 51 0 0 06 Jun 2025
Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks D. Kunin Giovanni Luca Marchetti F. Chen Dhruva Karkada James B. Simon M. DeWeese Surya Ganguli Nina Miolane 26 0 0 06 Jun 2025
Masked Language Models are Good Heterogeneous Graph Generalizers Jinyu Yang Cheng Yang Shanyuan Cui Zeyuan Guo Liangwei Yang Muhan Zhang Chuan Shi 51 0 0 06 Jun 2025
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis Jiatao Gu Tianrong Chen David Berthelot Huangjie Zheng Yuyang Wang Ruixiang Zhang Laurent Dinh Miguel Angel Bautista Josh Susskind Shuangfei Zhai 43 0 0 06 Jun 2025
Contextually Guided Transformers via Low-Rank Adaptation A. Zhmoginov Jihwan Lee Max Vladymyrov Mark Sandler OffRL 55 0 0 06 Jun 2025
Automatic Robustness Stress Testing of LLMs as Mathematical Problem Solvers Yutao Hou Zeguan Xiao Fei Yu Yihan Jiang Xuetao Wei Hailiang Huang Yun-Nung Chen Guanhua Chen LRM 99 0 0 05 Jun 2025
Truly Self-Improving Agents Require Intrinsic Metacognitive Learning Tennison Liu M. Schaar AIFin LRM 119 0 0 05 Jun 2025
When can in-context learning generalize out of task distribution? Chase Goddard Lindsay M. Smith Vudtiwat Ngampruetikorn David J. Schwab OOD 25 0 0 05 Jun 2025
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study Yujun Zhou Jiayi Ye Zipeng Ling Yufei Han Yue Huang ... Zhenwen Liang Kehan Guo Taicheng Guo Xiangqi Wang Xiangliang Zhang ReLM LRM 118 1 0 05 Jun 2025
Gen-n-Val: Agentic Image Data Generation and Validation Jing-En Huang I-Sheng Fang Tzuhsuan Huang Chih-Yu Wang Jun-Cheng Chen VLM 112 0 0 05 Jun 2025
Neural Network Reprogrammability: A Unified Theme on Model Reprogramming, Prompt Tuning, and Prompt Instruction Zesheng Ye C. Cai Ruijiang Dong Jianzhong Qi Lei Feng Pin-Yu Chen Feng Liu 197 0 0 05 Jun 2025
hdl2v: A Code Translation Dataset for Enhanced LLM Verilog Generation Charles Hong Brendan Roberts Huijae An Alex Um Advay Ratan Y. Shao 115 0 0 05 Jun 2025
Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs Ananth Muppidi Abhilash Nandy Sambaran Bandyopadhyay 14 0 0 05 Jun 2025
Stable Vision Concept Transformers for Medical Diagnosis Lijie Hu Songning Lai Yuan Hua Shu Yang Jingfeng Zhang Di Wang MedIm 96 0 0 05 Jun 2025
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety Seongmin Lee Aeree Cho Grace C. Kim ShengYun Peng Mansi Phute Duen Horng Chau LM&MA AI4CE 63 0 0 05 Jun 2025
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning Tanmay Parekh Kartik Mehta Ninareh Mehrabi Kai-Wei Chang Nanyun Peng 89 0 0 05 Jun 2025
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification Chengwu Liu Ye Yuan Yichun Yin Yan Xu Xin Xu Zaoyu Chen Yasheng Wang Lifeng Shang Qun Liu Ming Zhang LRM 134 0 0 05 Jun 2025
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark Junjie Xing Yeye He Mengyu Zhou Haoyu Dong Shi Han Lingjiao Chen Dongmei Zhang S. Chaudhuri H. V. Jagadish LMTD ELM LRM 32 0 0 05 Jun 2025
SoK: Are Watermarks in LLMs Ready for Deployment? Kieu Dang Phung Lai Nhathai Phan Yelong Shen Ruoming Jin Abdallah Khreishah My T. Thai 25 0 0 05 Jun 2025
SeedEdit 3.0: Fast and High-Quality Generative Image Editing Peng Wang Yichun Shi Xiaochen Lian Zhonghua Zhai Xin Xia Xuefeng Xiao Weilin Huang Jianchao Yang 119 0 0 05 Jun 2025
Sample Complexity and Representation Ability of Test-time Scaling Paradigms Baihe Huang Shanda Li Tianhao Wu Yiming Yang Ameet Talwalkar Kannan Ramchandran Michael I. Jordan Jiantao Jiao LRM 102 0 0 05 Jun 2025
Counterfactual reasoning: an analysis of in-context emergence Moritz Miller Bernhard Schölkopf Siyuan Guo ReLM LRM 157 0 0 05 Jun 2025
Survey on the Evaluation of Generative Models in Music Alexander Lerch Claire Arthur Nick Bryan-Kinns Corey Ford Qianyi Sun Ashvala Vinay 157 0 0 05 Jun 2025