Papers citing "Language Models are Few-Shot Learners"

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Title
Towards Multi-modal Graph Large Language Model Xin Wang Zeyang Zhang Linxin Xiao Haibo Chen Chendi Ge Wenwu Zhu 48 0 0 11 Jun 2025
A quantum semantic framework for natural language processing Christopher J. Agostino Quan Le Thien Molly Apsel Denizhan Pak Elina Lesyk Ashabari Majumdar 55 0 0 11 Jun 2025
Enhancing Traffic Accident Classifications: Application of NLP Methods for City Safety Enes Özeren Alexander Ulbrich Sascha Filimon David Rügamer Andreas Bender 5 0 0 11 Jun 2025
Outside Knowledge Conversational Video (OKCV) Dataset -- Dialoguing over Videos Benjamin Z. Reichman Constantin Patsch Jack Truxal Atishay Jain Larry Heck 35 0 0 11 Jun 2025
Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data Hao Xiong Chuanyuan Tan Wenliang Chen KELM 47 0 0 11 Jun 2025
Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA Nikolas Evkarpidi Elena Tutubalina LMTD 79 0 0 11 Jun 2025
SLED: A Speculative LLM Decoding Framework for Efficient Edge Serving Xiangchen Li Dimitrios Spatharakis Saeid Ghafouri Jiakun Fan Dimitrios Nikolopoulos Deepu John Bo Ji Dimitrios S. Nikolopoulos 43 0 0 11 Jun 2025
Latent Multi-Head Attention for Small Language Models Sushant Mehta Raj Abhijit Dandekar Rajat Dandekar Sreedath Panat RALM 39 0 0 11 Jun 2025
Application-Driven Value Alignment in Agentic AI Systems: Survey and Perspectives Wei Zeng Hengshu Zhu Chuan Qin Han Wu Yihang Cheng ... Xiaowei Jin Yinuo Shen Zhenxing Wang Feimin Zhong Hui Xiong AI4TS 65 0 0 11 Jun 2025
From Intention to Execution: Probing the Generalization Boundaries of Vision-Language-Action Models Irving Fang Juexiao Zhang Shengbang Tong Chen Feng LM&Ro 48 1 0 11 Jun 2025
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs Xiyao Wang Zhengyuan Yang Chao Feng Yongyuan Liang Yuhang Zhou ... Chung-Ching Lin Kevin Lin Linjie Li Furong Huang L. xilinx Wang OffRL LRM 52 0 0 11 Jun 2025
Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models Haoyi Song Ruihan Ji Naichen Shi Fan Lai Raed Al Kontar 75 0 0 11 Jun 2025
Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning C. L. Philip Chen Yunpeng Zhai Yifan Zhao Jinyang Gao Bolin Ding Jia Li 36 0 0 11 Jun 2025
Reasoning Models Are More Easily Gaslighted Than You Think B. Zhu Hailong Yin Jingjing Chen Yu Jiang LRM 73 0 0 11 Jun 2025
IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments Florian Bordes Q. Garrido Justine T Kao Adina Williams Michael G. Rabbat Emmanuel Dupoux PINN 76 0 0 11 Jun 2025
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios Shiting Huang Zhen Fang Zehui Chen Siyu Yuan Junjie Ye Y. Zeng Lin Yen-Chen Qi Mao Feng Zhao LLMAG KELM 14 0 0 11 Jun 2025
GLD-Road:A global-local decoding road network extraction model for remote sensing images Ligao Deng Yupeng Deng Yu Meng Jingbo Chen Zhihao Xi Diyou Liu Qifeng Chu 56 0 0 11 Jun 2025
Memorization in Language Models through the Lens of Intrinsic Dimension Stefan Arnold PILM 102 0 0 11 Jun 2025
AI shares emotion with humans across languages and cultures Xiuwen Wu Hao Wang Zhiang Yan Xiaohan Tang Pengfei Xu Wai-Ting Siok P. Li Jia-Hong Gao Bingjiang Lyu Lang Qin 12 0 0 11 Jun 2025
Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models Shuai Wang Zhenhua Liu Jiaheng Wei Xuanwu Yin Dong Li E. Barsoum LRM 75 0 0 11 Jun 2025
Feature Engineering for Agents: An Adaptive Cognitive Architecture for Interpretable ML Monitoring Gusseppe Bravo Rocca Peini Liu Jordi Guitart Rodrigo M Carrillo-Larco Ajay Dholakia David Ellison LLMAG 75 0 0 11 Jun 2025
Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework Xiao Wei Xiaobao Wang Ning Zhuang Chenyang Wang L. Wang Jianwu Dang 14 0 0 10 Jun 2025
Superposed Parameterised Quantum Circuits Viktoria Patapovich Mo Kordzanganeh A. Melnikov 23 0 0 10 Jun 2025
Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency Chenlong Wang Yuanning Feng Dongping Chen Zhaoyang Chu Ranjay Krishna Tianyi Zhou LRM 18 0 0 10 Jun 2025
Graph Prompting for Graph Learning Models: Recent Advances and Future Directions Xingbo Fu Zehong Wang Zihan Chen Jiazheng Li Yaochen Zhu Zhenyu Lei Cong Shen Yanfang Ye Chuxu Zhang Jundong Li AI4CE VLM 20 0 0 10 Jun 2025
ORFS-agent: Tool-Using Agents for Chip Design Optimization Amur Ghose Andrew B. Kahng Sayak Kundu Zhiang Wang AI4CE 18 0 0 10 Jun 2025
Enhanced Whole Page Optimization via Mixed-Grained Reward Mechanism-Adapted Language Models Xinyuan Wang Liang Wu Yanjie Fu 23 0 0 10 Jun 2025
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving Yuxuan Zhou Xien Liu Chenwei Yan Chen Ning X. Zhang ... Xiangling Fu Shijin Wang Guoping Hu Yu Wang Ji Wu ELM 27 0 0 10 Jun 2025
Olica: Efficient Structured Pruning of Large Language Models without Retraining Jiujun He Huazhen Lin 24 0 0 10 Jun 2025
Factors affecting the in-context learning abilities of LLMs for dialogue state tracking Pradyoth Hegde Santosh Kesiraju J. Svec Šimon Sedláček Bolaji Yusuf Oldrich Plchot D. K T Ján Černocký 10 0 0 10 Jun 2025
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service Environment Tianyu Chen Jian Lou Wenjie Wang 18 0 0 10 Jun 2025
Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search Dongge Han Menglin Xia Daniel Madrigal Diaz Samuel Kessler Ankur Mallick Xuchao Zhang Mirian Hipolito Garcia Jin Xu Victor Rühle Saravan Rajmohan LRM 42 0 0 10 Jun 2025
FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation Zheqi He Yesheng Liu Jing-shu Zheng Xuejing Li Richeng Xuan Jin-Ge Yao Xi Yang Xi Yang MLLM VLM 37 0 0 10 Jun 2025
ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts Ruiran Su Jiasheng Si Zhijiang Guo J. Pierrehumbert 70 0 0 10 Jun 2025
LeanTutor: A Formally-Verified AI Tutor for Mathematical Proofs Manooshree Patel Rayna Bhattacharyya Thomas Lu Arnav Mehta Niels Voss Narges Norouzi Gireeja Ranade 37 0 0 10 Jun 2025
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs Jash Rajesh Parekh Pengcheng Jiang Jiawei Han LRM 15 0 0 10 Jun 2025
Enhancing Accuracy and Maintainability in Nuclear Plant Data Retrieval: A Function-Calling LLM Approach Over NL-to-SQL Mishca de Costa Muhammad Anwar Dave Mercier Mark Randall Issam Hammad 21 0 0 10 Jun 2025
Bayesian Inverse Physics for Neuro-Symbolic Robot Learning Octavio Arriaga Rebecca Adam Melvin Laux L. Gutzeit Marco Ragni Jan Peters Frank Kirchner PINN AI4CE 28 0 0 10 Jun 2025
Quantifying Mix Network Privacy Erosion with Generative Models Vasilios Mavroudis Tariq Elahi 23 0 0 10 Jun 2025
Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents Irene Testini José Hernández-Orallo Lorenzo Pacchiardi 18 0 0 10 Jun 2025
Towards Secure and Private Language Models for Nuclear Power Plants Muhammad Anwar Mishca de Costa Issam Hammad Daniel Lau 18 0 0 10 Jun 2025
Stronger Language Models Produce More Human-Like Errors Andrew Keenan Richardson Ryan Othniel Kearns Sean Moss Vincent Wang-Ma'scianica Philipp Koralus ReLM LRM 26 0 0 10 Jun 2025
Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations Yuxin Dong Jiachen Jiang Zhihui Zhu Xia Ning 18 0 0 10 Jun 2025
Sample Efficient Demonstration Selection for In-Context Learning Kiran Purohit Venktesh V Sourangshu Bhattacharya Avishek Anand 41 0 0 10 Jun 2025
Multimodal Representation Alignment for Cross-modal Information Retrieval Fan Xu Luis A. Leiva 9 0 0 10 Jun 2025
Intention-Conditioned Flow Occupancy Models Chongyi Zheng S. Park Sergey Levine Benjamin Eysenbach AI4TS OffRL AI4CE 34 0 0 10 Jun 2025
On Finetuning Tabular Foundation Models Ivan Rubachev Akim Kotelnikov Nikolay Kartashev Artem Babenko 22 0 0 10 Jun 2025
ASRJam: Human-Friendly AI Speech Jamming to Prevent Automated Phone Scams Freddie Grabovski Gilad Gressel Yisroel Mirsky 20 0 0 10 Jun 2025
Foundation Models in Medical Imaging -- A Review and Outlook Vivien van Veldhuizen Vanessa Botha C. Lu Melis Erdal Cesur Kevin Groot Lipman ... Cees Snoek Lodewyk Wessels Ritse Mann Eric Marcus Jonas Teuwen MedIm VLM AI4CE 49 0 0 10 Jun 2025
Info-Coevolution: An Efficient Framework for Data Model Coevolution Ziheng Qin Hailun Xu Wei Chee Yew Qi Jia Yang Luo Kanchan Sarkar Danhui Guan Kai Wang Yang You 22 0 0 09 Jun 2025