Papers citing "Language Models are Few-Shot Learners"

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Title
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning Rui Lv Zhenru Zhang Kai Zhang Qi Liu Weibo Gao Jing Liu Jiaxia Yan Linan Yue Fangzhou Yao 154 0 0 04 May 2025
What do Language Model Probabilities Represent? From Distribution Estimation to Response Prediction Eitan Wagner Omri Abend 39 0 0 04 May 2025
DNAZEN: Enhanced Gene Sequence Representations via Mixed Granularities of Coding Units Lei Mao Yuanhe Tian Yan Song 23 0 0 04 May 2025
A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP) Abul Ehtesham Aditi Singh Gaurav Kumar Gupta Saket Kumar 38 1 0 04 May 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale datasets for Responsible LLMs Sai Krishna Mendu Harish Yenala Aditi Gulati Shanu Kumar Parag Agrawal 36 0 0 04 May 2025
LLM-OptiRA: LLM-Driven Optimization of Resource Allocation for Non-Convex Problems in Wireless Communications Xinyue Peng Yanming Liu Yihan Cang Chaoqun Cao Ming Chen 56 0 0 04 May 2025
Improving Physical Object State Representation in Text-to-Image Generative Systems Tianle Chen Chaitanya Chakka Deepti Ghadiyaram 34 0 0 04 May 2025
SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Tanguy Herserant Vincent Guigue ELM 40 0 0 04 May 2025
Measuring Hong Kong Massive Multi-Task Language Understanding Chuxue Cao Zhenghao Zhu Junqi Zhu Guoying Lu Siyu Peng Juntao Dai Weijie Shi Sirui Han Yike Guo ELM 160 0 0 04 May 2025
SimAug: Enhancing Recommendation with Pretrained Language Models for Dense and Balanced Data Augmentation Yuying Zhao Xiaodong Yang Huiyuan Chen Xiran Fan Yu-Chiang Frank Wang Y. Cai Tyler Derr 29 0 0 03 May 2025
Neural Orchestration for Multi-Agent Systems: A Deep Learning Framework for Optimal Agent Selection in Multi-Domain Task Environments Kushagra Agrawal Nisharg Nargund AI4CE 15 0 0 03 May 2025
Efficient Shapley Value-based Non-Uniform Pruning of Large Language Models Chuan Sun Han Yu Lizhen Cui Xiaoxiao Li 105 0 0 03 May 2025
Intra-Layer Recurrence in Transformers for Language Modeling Anthony Nguyen Wenjun Lin 31 0 0 03 May 2025
High-Fidelity Pseudo-label Generation by Large Language Models for Training Robust Radiology Report Classifiers Brian Wong Kaito Tanaka 37 0 0 03 May 2025
Towards Artificial Intelligence Research Assistant for Expert-Involved Learning Tianyu Liu Simeng Han Xiao Luo Haoyu Wang Pan Lu ... Arman Cohan Hua Xu Mark B. Gerstein James Zou Hongyu Zhao 39 0 0 03 May 2025
Vision and Intention Boost Large Language Model in Long-Term Action Anticipation Congqi Cao Lanshu Hu Yating Yu Y. Zhang VLM 152 0 0 03 May 2025
Knowledge-Augmented Language Models Interpreting Structured Chest X-Ray Findings Alexander Davis Rafael Souza Jia-Hao Lim 109 0 0 03 May 2025
Exploring the Role of Diversity in Example Selection for In-Context Learning Janak Kapuriya Manit Kaushik Debasis Ganguly S. Bhatia 27 0 0 03 May 2025
LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures Francisco Aguilera-Martínez Fernando Berzal PILM 55 0 0 02 May 2025
Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning Yuhan Liu Lin Ning Neo Wu Karan Singhal Philip Mansfield D. Berlowitz Sushant Prakash Bradley Green SSL 54 0 0 02 May 2025
Accelerating Deep Neural Network Training via Distributed Hybrid Order Optimization Shunxian Gu Chaoqun You Bangbang Ren Lailong Luo Junxu Xia Deke Guo 44 0 0 02 May 2025
Enhancing ML Model Interpretability: Leveraging Fine-Tuned Large Language Models for Better Understanding of AI Jonas Bokstaller Julia Altheimer Julian Dormehl Alina Buss Jasper Wiltfang Johannes Schneider Maximilian Röglinger 24 0 0 02 May 2025
Don't be lazy: CompleteP enables compute-efficient deep transformers Nolan Dey Bin Claire Zhang Lorenzo Noci Mufan Li Blake Bordelon Shane Bergsma Cengiz Pehlevan Boris Hanin Joel Hestness 44 0 0 02 May 2025
FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing Gaoxiang Cong Liang-Sheng Li Jiadong Pan Zhedong Zhang Amin Beheshti Anton Van Den Hengel Yuankai Qi Qingming Huang 147 0 0 02 May 2025
Grounding Task Assistance with Multimodal Cues from a Single Demonstration Gabriel Sarch Balasaravanan Thoravi Kumaravel Sahithya Ravi Vibhav Vineet A. D. Wilson 167 0 0 02 May 2025
AI agents may be worth the hype but not the resources (yet): An initial exploration of machine translation quality and costs in three language pairs in the legal and news domains Vicent Briva-Iglesias Gokhan Dogru LLMAG ELM 34 0 0 02 May 2025
Multi-agents based User Values Mining for Recommendation L. Chen Wei Yuan Tong Chen Xiangyu Zhao Nguyen Quoc Viet Hung Hongzhi Yin OffRL 49 0 0 02 May 2025
Nesterov Method for Asynchronous Pipeline Parallel Optimization Thalaiyasingam Ajanthan Sameera Ramasinghe Yan Zuo Gil Avraham Alexander Long 24 0 0 02 May 2025
Synthesize-on-Graph: Knowledgeable Synthetic Data Generation for Continue Pre-training of Large Language Models Xuhui Jiang Shengjie Ma Chengjin Xu Cehao Yang Liyu Zhang Jian Guo SyDa 30 0 0 02 May 2025
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning Murtadha Ahmed Wenbo Liu yunfeng 41 0 0 02 May 2025
TSTMotion: Training-free Scene-aware Text-to-motion Generation Ziyan Guo Haoxuan Qu Hossein Rahmani Dewen Soh Ping Hu Qiuhong Ke Xiaozhong Liu VGen 68 1 0 02 May 2025
Artificial Intelligence in Government: Why People Feel They Lose Control Alexander Wuttke Adrian Rauchfleisch Andreas Jungherr 35 0 0 02 May 2025
Do We Need a Detailed Rubric for Automated Essay Scoring using Large Language Models? Lui Yoshida 47 0 0 02 May 2025
Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing Piotr Piekos Róbert Csordás Jürgen Schmidhuber MoE VLM 102 1 0 01 May 2025
Investigating Task Arithmetic for Zero-Shot Information Retrieval Marco Braga Pranav Kasela Alessandro Raganato G. Pasi RALM 66 0 0 01 May 2025
Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks Vishnu Sarukkai Zhiqiang Xie Kayvon Fatahalian LLMAG 75 0 0 01 May 2025
Voice Cloning: Comprehensive Survey Hussam Azzuni Abdulmotaleb El Saddik VLM 44 0 0 01 May 2025
Controllable Weather Synthesis and Removal with Video Diffusion Models Chih-Hao Lin Zihan Wang Ruofan Liang Yuxuan Zhang Sanja Fidler Shenlong Wang Zan Gojcic DiffM VGen 48 0 0 01 May 2025
On the generalization of language models from in-context learning and finetuning: a controlled study Andrew Kyle Lampinen Arslan Chaudhry Stephanie Chan Cody Wild Diane Wan Alex Ku Jorg Bornschein Razvan Pascanu Murray Shanahan James L. McClelland 46 0 0 01 May 2025
A Mathematical Philosophy of Explanations in Mechanistic Interpretability -- The Strange Science Part I.i Kola Ayonrinde Louis Jaburi MILM 88 1 0 01 May 2025
RayZer: A Self-supervised Large View Synthesis Model Hanwen Jiang Hao Tan Peng Wang Haian Jin Yue Zhao ... Kai Zhang Fujun Luan Kalyan Sunkavalli Qixing Huang Georgios Pavlakos 68 0 0 01 May 2025
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models Sungbok Shin Hyeon Jeon Sanghyun Hong Niklas Elmqvist 161 0 0 01 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang Xiaomeng Li Guangliang Cheng Mamba 87 0 0 01 May 2025
Block Circulant Adapter for Large Language Models Xinyu Ding Meiqi Wang Siyu Liao Zhongfeng Wang 38 0 0 01 May 2025
Improving Routing in Sparse Mixture of Experts with Graph of Tokens Tam Minh Nguyen Ngoc N. Tran Khai Nguyen Richard G. Baraniuk MoE 66 0 0 01 May 2025
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass Bowen Zhang Zixin Song Chunping Li 29 0 0 01 May 2025
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors Xinyu Ding Lexuan Chen Siyu Liao Zhongfeng Wang 52 0 0 01 May 2025
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation Vaidehi Patil Yi-Lin Sung Peter Hase Jie Peng Jen-tse Huang Joey Tianyi Zhou AAML MU 83 3 0 01 May 2025
Pre-Training Estimators for Structural Models: Application to Consumer Search Yanhao 'Max' Wei Zhenling Jiang 36 0 0 01 May 2025
Fast and Low-Cost Genomic Foundation Models via Outlier Removal Haozheng Luo Chenghao Qiu Maojiang Su Zhihan Zhou Zoe Mehta Guo Ye Jerry Yao-Chieh Hu Han Liu AAML 55 1 0 01 May 2025