Papers citing "Language Models are Few-Shot Learners"

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Title
Worst-Case Symbolic Constraints Analysis and Generalisation with Large Language Models Daniel Koh Yannic Noller C. Păsăreanu Adrians Skapars Youcheng Sun 12 0 0 09 Jun 2025
Mimicking or Reasoning: Rethinking Multi-Modal In-Context Learning in Vision-Language Models Chengyue Huang Yuchen Zhu Sichen Zhu Jingyun Xiao Moises Andrade Shivang Chopra Z. Kira ReLM VLM LRM 15 0 0 09 Jun 2025
Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models Ruiyang Zhang Hu Zhang Hao Fei Zhedong Zheng UQCV 24 0 0 09 Jun 2025
MiniCPM4: Ultra-Efficient LLMs on End Devices MiniCPM Team Chaojun Xiao Yuxuan Li Xu Han Yuzhuo Bai ... Zhiyuan Liu Guoyang Zeng Chao Jia Dahai Li Maosong Sun MLLM 29 0 0 09 Jun 2025
Beyond the Sentence: A Survey on Context-Aware Machine Translation with Large Language Models Ramakrishna Appicharla Baban Gain Santanu Pal Asif Ekbal LRM 12 0 0 09 Jun 2025
Can Artificial Intelligence Write Like Borges? An Evaluation Protocol for Spanish Microfiction Gerardo Aleman Manzanarez Nora de la Cruz Arana Jorge Garcia Flores Yobany Garcia Medina Raul Monroy Nathalie Pernelle 13 0 0 09 Jun 2025
TwinBreak: Jailbreaking LLM Security Alignments based on Twin Prompts T. Krauß Hamid Dashtbani Alexandra Dmitrienko 17 0 0 09 Jun 2025
SELT: Self-Evaluation Tree Search for LLMs with Task Decomposition Mengsong Wu Di Zhang Yuqiang Li Dongzhan Zhou Wenliang Chen ReLM LRM 13 0 0 09 Jun 2025
MalGEN: A Generative Agent Framework for Modeling Malicious Software in Cybersecurity Bikash Saha Sandeep K. Shukla LLMAG 15 0 0 09 Jun 2025
Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models Jijie Li Li Du hanyu Zhao Bo Zhang Liangdong Wang Boyan Gao Guang Liu Yonghua Lin ALM SyDa 19 0 0 09 Jun 2025
Training Superior Sparse Autoencoders for Instruct Models Jiaming Li Haoran Ye Yukun Chen Xinyue Li Lei Zhang Hamid Alinejad-Rokny Jimmy Chih-Hsien Peng Min Yang SyDa 17 0 0 09 Jun 2025
Decoupling the Image Perception and Multimodal Reasoning for Reasoning Segmentation with Digital Twin Representations Yizhen Li Dell Zhang Xuelong Li Yiqing Shen VLM 12 0 0 09 Jun 2025
DeRAGEC: Denoising Named Entity Candidates with Synthetic Rationale for ASR Error Correction Solee Im Wonjun Lee Jinmyeong An Yunsu Kim Jungseul Ok G. G. Lee 15 0 0 09 Jun 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models Kyeonghyun Kim Jinhee Jang Juhwan Choi Yoonji Lee Kyohoon Jin Youngbin Kim 12 0 0 09 Jun 2025
Improving Memory Efficiency for Training KANs via Meta Learning Zhangchi Zhao Jun Shu Deyu Meng Zongben Xu 12 0 0 09 Jun 2025
Scaling Laws of Motion Forecasting and Planning -- A Technical Report Mustafa Baniodeh Kratarth Goel Scott Ettinger Carlos Fuertes Ari Seff ... Vinutha Kallem Sergio Casas Rami Al-Rfou Benjamin Sapp Dragomir Anguelov 12 0 0 09 Jun 2025
Super Encoding Network: Recursive Association of Multi-Modal Encoders for Video Understanding Boyu Chen Siran Chen Kunchang Li Qinglin Xu Yu Qiao Yali Wang VOS 22 0 0 09 Jun 2025
SAM2Auto: Auto Annotation Using FLASH Arash Rocky Q.M. Jonathan Wu VGen VLM 18 0 0 09 Jun 2025
Automatic Generation of Inference Making Questions for Reading Comprehension Assessments Wanjing Anya Ma Michael Flor Zuowei Wang 21 0 0 09 Jun 2025
Federated In-Context Learning: Iterative Refinement for Improved Answer Quality Ruhan Wang Zhiyong Wang Chengkai Huang Rui Wang Tong Yu Lina Yao John C. S. Lui Dongruo Zhou 15 0 0 09 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
CausalPFN: Amortized Causal Effect Estimation via In-Context Learning Vahid Balazadeh Hamidreza Kamkari Valentin Thomas Benson Li Junwei Ma Jesse C. Cresswell Rahul G. Krishnan CML 15 0 0 09 Jun 2025
Beyond Benchmarks: A Novel Framework for Domain-Specific LLM Evaluation and Knowledge Mapping Nitin Sharma Thomas Wolfers Çağatay Yıldız ALM 10 0 0 09 Jun 2025
DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO Jinyoung Park Jeehye Na Jinyoung Kim H. Kim OffRL 9 0 0 09 Jun 2025
LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges Haoyang Li Huan Gao Zhiyuan Zhao Zhiyu Lin Junyu Gao Xuelong Li AAML 21 0 0 09 Jun 2025
Improving Large Language Models with Concept-Aware Fine-Tuning Michael K. Chen Xikun Zhang Jiaxing Huang Dacheng Tao 14 0 0 09 Jun 2025
Fact in Fragments: Deconstructing Complex Claims via LLM-based Atomic Fact Extraction and Verification Liwen Zheng Chaozhuo Li Zheng Liu Feiran Huang Haoran Jia Zaisheng Ye Xi Zhang HILM 20 0 0 09 Jun 2025
Prompt to Protection: A Comparative Study of Multimodal LLMs in Construction Hazard Recognition Nishi Chaudhary S M Jamil Uddin Sathvik Sharath Chandra Anto Ovid Alex Albert 10 0 0 09 Jun 2025
A Stable Whitening Optimizer for Efficient Neural Network Training Kevin Frans Sergey Levine Pieter Abbeel 28 0 0 08 Jun 2025
Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation Jaechul Roh Varun Gandhi Shivani Anilkumar Arin Garg AAML ReLM LRM 28 0 0 08 Jun 2025
Speech Recognition on TV Series with Video-guided Post-Correction Haoyuan Yang Yue Zhang Liqiang Jing 18 0 0 08 Jun 2025
Com $^2$ : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Kai Xiong Xiao Ding Yixin Cao Yuxiong Yan Li Du Yufei Zhang Jinglong Gao Jiaqian Liu Bing Qin Ting Liu ReLM LRM 28 0 0 08 Jun 2025
Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs Wenrui Zhou Shu Yang Qingsong Yang Zikun Guo Lijie Hu Di Wang 20 0 0 08 Jun 2025
Semantic-preserved Augmentation with Confidence-weighted Fine-tuning for Aspect Category Sentiment Analysis Yaping Chai Haoran Xie J. Qin 23 0 0 08 Jun 2025
Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings Rong-Xi Tan Ming Chen Ke Xue Yao Wang Yaoyuan Wang Sheng Fu Chao Qian OffRL 15 0 0 08 Jun 2025
Pre-trained Large Language Models Learn Hidden Markov Models In-context Yijia Dai Zhaolin Gao Yahya Sattar Sarah Dean Jennifer J. Sun 15 0 0 08 Jun 2025
From Tool Calling to Symbolic Thinking: LLMs in a Persistent Lisp Metaprogramming Loop Jordi de la Torre LLMAG KELM 23 0 0 08 Jun 2025
Position: Simulating Society Requires Simulating Thought Chance Jiajie Li Jiayi Wu Zhenze Mo Ao Qu Yuhan Tang ... Jiangbo Yu Jinhua Zhao Paul Liang Luis Alonso Kent Larson LM&Ro LRM AI4CE 23 0 0 08 Jun 2025
Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Atahan Özer Çağatay Yıldız KELM 23 0 0 08 Jun 2025
AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint Leheng Sheng Changshuo Shen Weixiang Zhao Junfeng Fang Xiaohao Liu Zhenkai Liang Xiang Wang An Zhang Tat-Seng Chua LLMSV 25 0 0 08 Jun 2025
Exploring the Impact of Temperature on Large Language Models:Hot or Cold? Lujun Li Lama Sleem Niccolo Gentile Geoffrey Nichil Radu State 10 0 0 08 Jun 2025
Less is More: some Computational Principles based on Parcimony, and Limitations of Natural Intelligence Laura Cohen Xavier Hinaut Lilyana Petrova Alexandre Pitti Syd Reynal Ichiro Tsuda 13 0 0 08 Jun 2025
History-Aware Cross-Attention Reinforcement: Self-Supervised Multi Turn and Chain-of-Thought Fine-Tuning with vLLM Andrew Kiruluta Andreas Lemos Priscilla Burity LRM 23 0 0 08 Jun 2025
Evaluating LLM-corrupted Crowdsourcing Data Without Ground Truth Yichi Zhang Jinlong Pang Zhaowei Zhu Yang Liu 13 1 0 08 Jun 2025
ModelForge: Using GenAI to Improve the Development of Security Protocols Martin Duclos Ivan A. Fernandez Kaneesha Moore Sudip Mittal Edward Zieglar 12 0 0 08 Jun 2025
Tokenized Bandit for LLM Decoding and Alignment Suho Shin Chenghao Yang Haifeng Xu Mohammad T. Hajiaghayi 26 0 0 08 Jun 2025
Training-Free Tokenizer Transplantation via Orthogonal Matching Pursuit Charles Goddard Fernando Fernandes Neto 22 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 10 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