Papers citing "Language Models are Few-Shot Learners"

50 / 10,698 papers shown

Title
EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning Zhenghao Xing Xiaowei Hu Chi-Wing Fu Wei Wang Jifeng Dai Pheng-Ann Heng MLLM OffRL VLM LRM 50 0 0 07 May 2025
R^3-VQA: "Read the Room" by Video Social Reasoning Lixing Niu Jiapeng Li Xingping Yu Shu Wang Ruining Feng Bo Wu Ping Wei Zheng Liu Lifeng Fan 51 0 0 07 May 2025
A Proposal for Evaluating the Operational Risk for ChatBots based on Large Language Models Pedro Pinacho-Davidson Fernando Gutierrez Pablo Zapata Rodolfo Vergara Pablo Aqueveque SILM 51 0 0 07 May 2025
PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer Jingwen Ye Yuze He Yanning Zhou Yiqin Zhu Kaiwen Xiao Yong-Jin Liu Wei Yang Xiao Han 44 0 0 07 May 2025
ALFEE: Adaptive Large Foundation Model for EEG Representation Wei Xiong Junming Lin Jiangtong Li Jie Li Changjun Jiang 33 0 0 07 May 2025
The Promise and Limits of LLMs in Constructing Proofs and Hints for Logic Problems in Intelligent Tutoring Systems Sutapa Dey Tithi Arun Kumar Ramesh Clara DiMarco Xiaoyi Tian Nazia Alam Kimia Fazeli Tiffany Barnes LRM 31 0 0 07 May 2025
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation Baharul Islam Nasim Ahmad F. Barbhuiya Kuntal Dey 45 0 0 06 May 2025
HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems Ibne Farabi Shihab Sanjeda Akter Anuj Sharma 41 0 0 06 May 2025
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation HsiaoYuan Hsu Yuxin Peng 26 0 0 06 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 H. Wang Qingyun Wu 41 0 0 06 May 2025
SonicRAG : High Fidelity Sound Effects Synthesis Based on Retrival Augmented Generation Yu-Ren Guo Wen-Kai Tai 57 0 0 06 May 2025
Synthline: A Product Line Approach for Synthetic Requirements Engineering Data Generation using Large Language Models Abdelkarim El-Hajjami Camille Salinesi SyDa 39 0 0 06 May 2025
STORY2GAME: Generating (Almost) Everything in an Interactive Fiction Game Eric Zhou Shreyas Basavatia Moontashir Siam Zexin Chen Mark O. Riedl LLMAG AI4CE 44 0 0 06 May 2025
Automatic Calibration for Membership Inference Attack on Large Language Models Saleh Zare Zade Yao Qiang Xiangyu Zhou Hui Zhu Mohammad Amin Roshani Prashant Khanduri Dongxiao Zhu 37 1 0 06 May 2025
Faster MoE LLM Inference for Extremely Large Models Haoqi Yang Luohe Shi Qiwei Li Zuchao Li Ping Wang Bo Du Mengjia Shen Hai Zhao MoE 63 0 0 06 May 2025
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 61 0 0 06 May 2025
Optimization of Module Transferability in Single Image Super-Resolution: Universality Assessment and Cycle Residual Blocks Haotong Cheng Zhiqi Zhang Hao Li Xiaotian Zhang SupR 51 0 0 06 May 2025
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Zhilin Wang Hongwei Li Rui Zhang Wenbo Jiang Kangjie Chen Tianwei Zhang Qingchuan Zhao Jiawei Li AAML 46 0 0 06 May 2025
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making Jake Grigsby Yuke Zhu Michael S Ryoo Juan Carlos Niebles OffRL VLM 41 0 0 06 May 2025
CXR-AD: Component X-ray Image Dataset for Industrial Anomaly Detection Haoyu Bai Jie Wang Gaomin Li Xianrui Li Xiaohu Zhang Xia Yang 41 0 0 06 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Xuzhi Zhang Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 74 0 0 05 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian Foster Ben Blaiszik 64 0 0 05 May 2025
LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction Zian Liu Renjun Jia AI4TS AIFin 55 0 0 05 May 2025
Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry J. Kim Chaeeun Shim Sungjin Park Su Yeon Lee Gee Young Suh ... Yong Soo Kim Hee-Joon Bae Sung Yoon Lim Han-Gil Jeong Edward Choi LRM 48 0 0 05 May 2025
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation Gerard Pons Besim Bilalli Anna Queralt 40 1 0 05 May 2025
Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning Sergio Hernández-Gutiérrez Minttu Alakuijala Alexander Nikitin Pekka Marttinen LRM 60 2 0 05 May 2025
When Your Own Output Becomes Your Training Data: Noise-to-Meaning Loops and a Formal RSI Trigger Rintaro Ando 17 1 0 05 May 2025
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing Diji Yang Linda Zeng Jinmeng Rao Yuyao Zhang 30 0 0 05 May 2025
Developing A Framework to Support Human Evaluation of Bias in Generated Free Response Text Jennifer Healey Laurie Byrum Md Nadeem Akhtar Surabhi Bhargava Moumita Sinha 31 0 0 05 May 2025
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS Junlin Wang Roy Xie Shang Zhu Jue Wang Ben Athiwaratkun Bhuwan Dhingra Shuaiwen Leon Song Ce Zhang James Zou ALM 33 0 0 05 May 2025
SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning Tianjian Li Daniel Khashabi 55 0 0 05 May 2025
Incentivizing Inclusive Contributions in Model Sharing Markets Enpei Zhang Jingyi Chai Rui Ye Yanfeng Wang Siheng Chen TDI FedML 146 0 0 05 May 2025
Prediction-powered estimators for finite population statistics in highly imbalanced textual data: Public hate crime estimation Hannes Waldetoft Jakob Torgander Måns Magnusson 29 0 0 05 May 2025
Optimizing LLMs for Resource-Constrained Environments: A Survey of Model Compression Techniques Sanjay Surendranath Girija Shashank Kapoor Lakshit Arora Dipen Pradhan Aman Raj Ankit Shetgaonkar 57 0 0 05 May 2025
EntroLLM: Entropy Encoded Weight Compression for Efficient Large Language Model Inference on Edge Devices Arnab Sanyal Prithwish Mukherjee Gourav Datta Sandeep P. Chinchali MQ 131 0 0 05 May 2025
Large Language Model Partitioning for Low-Latency Inference at the Edge Dimitrios Kafetzis Ramin Khalili Iordanis Koutsopoulos 24 0 0 05 May 2025
An overview of artificial intelligence in computer-assisted language learning Anisia Katinskaia 33 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
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use Justin Ho Alexandra Colby William Fisher AILaw 44 0 0 04 May 2025
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning Rui Lv Z. Zhang Kai Zhang Qi Liu Weibo Gao Jing Liu Jiaxia Yan Linan Yue Fangzhou Yao 143 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
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 148 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
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation Meng-Hao Guo Jiajun Xu Yi Zhang Jiaxi Song Haoyang Peng ... Yongming Rao Houwen Peng Han Hu Gordon Wetzstein Shi-Min Hu ELM LRM 60 2 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
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
Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data Zhong Guan Likang Wu Hongke Zhao Ming He Jianpin Fan GNN 37 0 0 04 May 2025
Prompt-responsive Object Retrieval with Memory-augmented Student-Teacher Learning Malte Mosbach Sven Behnke 31 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 54 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