Papers citing "Language Models are Few-Shot Learners"

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Title
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model Ziyu Yao Xuxin Cheng Zhiqi Huang Lei Li 159 2 0 01 Jul 2025
Video-Guided Text-to-Music Generation Using Public Domain Movie Collections Haven Kim Cheng-i Wang Weihan Xu Julian McAuley Hao-Wen Dong VGen 24 0 0 01 Jul 2025
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM Jinhong Wang Shuo Tong Jian Liu Dongqi Tang Weiqiang Wang Wentong Li Hongxia Xu Danny Chen Jintai Chen Jian Wu LRM 74 0 0 01 Jul 2025
A Pre-trained Sequential Recommendation Framework: Popularity Dynamics for Zero-shot Transfer Junting Wang Praneet Rathi Hari Sundaram HAI VLM 31 5 0 01 Jul 2025
SmartGuard: Leveraging Large Language Models for Network Attack Detection through Audit Log Analysis and Summarization Hao Zhang Shuo Shao Song Li Zhenyu Zhong Yan Liu Zhan Qin K. Ren 12 0 0 20 Jun 2025
Predicting New Research Directions in Materials Science using Large Language Models and Concept Graphs Thomas Marwitz Alexander Colsmann Ben Breitung Christoph Brabec Christoph Kirchlechner ... Michael Hirtz Pavel A. Levkin Yolita M. Eggeler Tobias Schlöder Pascal Friederich AI4CE 28 0 0 20 Jun 2025
Latent Concept Disentanglement in Transformer-based Language Models Guan Zhe Hong Bhavya Vasudeva Vatsal Sharan Cyrus Rashtchian Prabhakar Raghavan Rina Panigrahy ReLM LRM 12 0 0 20 Jun 2025
Language-driven Description Generation and Common Sense Reasoning for Video Action Recognition Xiaodan Hu Chuhang Zou Suchen Wang Jaechul Kim Narendra Ahuja LRM 12 0 0 20 Jun 2025
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps Jiashun Cheng Aochuan Chen Nuo Chen Ziqi Gao Yuhan Li Jia Li Fugee Tsung 12 0 0 20 Jun 2025
A Common Pool of Privacy Problems: Legal and Technical Lessons from a Large-Scale Web-Scraped Machine Learning Dataset Rachel Hong Jevan Hutson William Agnew Imaad Huda Tadayoshi Kohno Jamie Morgenstern AILaw 23 0 0 20 Jun 2025
Deep generative models as the probability transformation functions Vitalii Bondar Vira Babenko Roman Trembovetskyi Yurii Korobeinyk Viktoriya Dzyuba 17 0 0 20 Jun 2025
Reward-Agnostic Prompt Optimization for Text-to-Image Diffusion Models Semin Kim Yeonwoo Cha Jaehoon Yoo Seunghoon Hong EGVM 27 0 0 20 Jun 2025
Co-VisiON: Co-Visibility ReasONing on Sparse Image Sets of Indoor Scenes Chao-Yeh Chen Nobel Dang Juexiao Zhang Wenkai Sun Pengfei Zheng Xuhang He Yimeng Ye Taarun Srinivas Chen Feng 3DV 16 0 0 20 Jun 2025
Multi-Objective Recommendation in the Era of Generative AI: A Survey of Recent Progress and Future Prospects Zihan Hong Yushi Wu Zhiting Zhao Shanshan Feng Jianghong Ma Jiao Liu Tianjun Wei 3DV 17 0 0 20 Jun 2025
Unpacking Generative AI in Education: Computational Modeling of Teacher and Student Perspectives in Social Media Discourse Paulina DeVito Akhil Vallala Sean Mcmahon Yaroslav Hinda Benjamin Thaw Hanqi Zhuang Hari Kalva 10 0 0 19 Jun 2025
AutoV: Learning to Retrieve Visual Prompt for Large Vision-Language Models Yuan Zhang Chun-Kai Fan Tao Huang Ming Lu Sicheng Yu Junwen Pan Kuan Cheng Qi She Shanghang Zhang VLM LRM 14 0 0 19 Jun 2025
Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs Xun Wang Jing Xu Franziska Boenisch Michael Backes Christopher A. Choquette-Choo Adam Dziedzic AAML 14 0 0 19 Jun 2025
From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation Zhihan Guo Jiele Wu Wenqian Cui Yifei Zhang Minda Hu Yufei Wang Irwin King ALM LRM 12 0 0 19 Jun 2025
Revela: Dense Retriever Learning via Language Modeling Fengyu Cai Tong Chen Xinran Zhao Sihao Chen Hongming Zhang Sherry Tongshuang Wu Iryna Gurevych Heinz Koeppl RALM VLM 13 0 0 19 Jun 2025
Self-Critique-Guided Curiosity Refinement: Enhancing Honesty and Helpfulness in Large Language Models via In-Context Learning Duc Hieu Ho Chenglin Fan HILM LRM 13 0 0 19 Jun 2025
Advancing Harmful Content Detection in Organizational Research: Integrating Large Language Models with Elo Rating System Mustafa Akben Aaron Satko 10 0 0 19 Jun 2025
EvoLM: In Search of Lost Language Model Training Dynamics Zhenting Qi Fan Nie Alexandre Alahi James Zou Himabindu Lakkaraju Yilun Du Eric P. Xing Sham Kakade Hanlin Zhang 21 1 0 19 Jun 2025
TrainVerify: Equivalence-Based Verification for Distributed LLM Training Yunchi Lu Youshan Miao Cheng Tan Peng Huang Yi Zhu Xian Zhang Fan Yang LRM 14 0 0 19 Jun 2025
Joint Tensor-Train Parameterization for Efficient and Expressive Low-Rank Adaptation Jun Qi Chen-Yu Liu Sabato Marco Siniscalchi Chao-Han Huck Yang Min-hsiu Hsieh 12 0 0 19 Jun 2025
GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks Y. X. R. Wang Shengyu Zhou Jinyu Lu Qidong Liu Xinhang Li ... Feng Li Pengjie Wang Jian Xu Bo Zheng Xiangyu Zhao 12 0 0 19 Jun 2025
Next-Token Prediction Should be Ambiguity-Sensitive: A Meta-Learning Perspective Léo Gagnon Eric Elmoznino Sarthak Mittal Tom Marty Tejas Kasetty Dhanya Sridhar Guillaume Lajoie 7 0 0 19 Jun 2025
Semantic Outlier Removal with Embedding Models and LLMs Eren Akbiyik João Almeida Rik Melis Ritu Sriram Viviana Petrescu Vilhjálmur Vilhjálmsson 12 0 0 19 Jun 2025
Knee-Deep in C-RASP: A Transformer Depth Hierarchy Andy Yang Michaël Cadilhac David Chiang 12 0 0 19 Jun 2025
GeoGuess: Multimodal Reasoning based on Hierarchy of Visual Information in Street View Fenghua Cheng Jinxiang Wang Sen Wang Zi Huang Xue Li LRM 14 0 0 19 Jun 2025
FinCoT: Grounding Chain-of-Thought in Expert Financial Reasoning Natapong Nitarach Warit Sirichotedumrong Panop Pitchayarthorn Pittawat Taveekitworachai Potsawee Manakul Kunat Pipatanakul ReLM LRM 10 0 0 19 Jun 2025
Multi-use LLM Watermarking and the False Detection Problem Zihao Fu Chris Russell WaLM 26 0 0 19 Jun 2025
RiOT: Efficient Prompt Refinement with Residual Optimization Tree Chenyi Zhou Zhengyan Shi Yuan Yao Lei Liang H. Chen Qiang Zhang 13 0 0 19 Jun 2025
Subspace-Boosted Model Merging Ronald Skorobogat Karsten Roth Mariana-Iuliana Georgescu Zeynep Akata MoMe 18 0 0 19 Jun 2025
Bridging Brain with Foundation Models through Self-Supervised Learning Hamdi Altaheri Fakhri Karray Md. Milon Islam S M Taslim Uddin Raju Amir-Hossein Karimi 10 0 0 19 Jun 2025
Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement Weixiang Zhao Jiahe Guo Yang Deng Xingyu Sui Yulin Hu Yanyan Zhao Wanxiang Che Bing Qin Tat-Seng Chua Ting Liu LRM 38 0 0 18 Jun 2025
Architecture is All You Need: Improving LLM Recommenders by Dropping the Text Kevin Foley Shaghayegh Agah Kavya Priyanka Kakinada 7 0 0 18 Jun 2025
Context Matters! Relaxing Goals with LLMs for Feasible 3D Scene Planning Emanuele Musumeci Michele Brienza F. Argenziano Vincenzo Suriani Daniele Nardi D. Bloisi 9 0 0 18 Jun 2025
RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation Xinnuo Xu Rachel Lawrence Kshitij Dubey Atharva Pandey Risa Ueno Fabian Falck A. Nori Rahul Sharma Amit Sharma Javier González LRM 14 0 0 18 Jun 2025
COSMMIC: Comment-Sensitive Multimodal Multilingual Indian Corpus for Summarization and Headline Generation Raghvendra Kumar S. A. Mohammed Salman Aryan Sahu Tridib Nandi Pragathi Y. P. S. Saha Jose G. Moreno 12 0 0 18 Jun 2025
Finance Language Model Evaluation (FLaME) Glenn Matlin Mika Okamoto Huzaifa Pardawala Yang Yang Sudheer Chava AIFin LRM 23 0 0 18 Jun 2025
Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge Li Zheng Sihang Wang Hao Fei Zuquan Peng Fei Li Jianming Fu Chong Teng Donghong Ji 10 0 0 18 Jun 2025
Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning Chunlei Li Jingyang Hou Yilei Shi Jingliang Hu Xiao Xiang Zhu Lichao Mou LM&MA 25 0 0 18 Jun 2025
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents Zijian Zhou Ao Qu Zhaoxuan Wu Sunghwan Kim Alok Prakash Daniela Rus Jinhua Zhao Bryan Kian Hsiang Low Paul Liang LLMAG OffRL LRM 10 0 0 18 Jun 2025
SecFwT: Efficient Privacy-Preserving Fine-Tuning of Large Language Models Using Forward-Only Passes Jinglong Luo Zhuo Zhang Yehong Zhang Shiyu Liu Ye Dong Xun Zhou Hui Wang Yue Yu Zenglin Xu 12 0 0 18 Jun 2025
A Comparative Study of Task Adaptation Techniques of Large Language Models for Identifying Sustainable Development Goals Andrea Cadeddu Alessandro Chessa Vincenzo De Leo Gianni Fenu Enrico Motta Francesco Osborne Diego Reforgiato Recupero Angelo Salatino Luca Secchi 14 0 0 18 Jun 2025
From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem Yanxu Mao Tiehan Cui Peipei Liu Datao You Hongsong Zhu AAML 12 0 0 18 Jun 2025
When and How Unlabeled Data Provably Improve In-Context Learning Yingcong Li Xiangyu Chang Muti Kara Xiaofeng Liu Amit K. Roy-Chowdhury Samet Oymak 12 0 0 18 Jun 2025
Uncovering Intention through LLM-Driven Code Snippet Description Generation Yusuf Sulistyo Nugroho Farah Danisha Salam Brittany Reid R. Kula Kazumasa Shimari Kenichi Matsumoto 12 0 0 18 Jun 2025
SANSKRITI: A Comprehensive Benchmark for Evaluating Language Models' Knowledge of Indian Culture Arijit Maji Raghvendra Kumar Akash Ghosh Anushka Sriparna Saha ELM 14 0 0 18 Jun 2025
Zero-Shot Reinforcement Learning Under Partial Observability Scott Jeen Tom Bewley Jonathan M. Cullen OffRL 17 0 0 18 Jun 2025