Papers citing "Language Models are Few-Shot Learners"

50 / 10,685 papers shown

Title
On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms Jacob Trauger Ambuj Tewari 12 0 0 16 May 2025
GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction Mohammadtaha Bagherifard Sahar Rajabi Ali Edalat Yadollah Yaghoobzadeh KELM 24 0 0 16 May 2025
Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models Camille Couturier Spyros Mastorakis Haiying Shen Saravan Rajmohan Victor Rühle KELM 14 0 0 16 May 2025
REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning? Chenxi Jiang Chuhao Zhou Jianfei Yang 9 0 0 16 May 2025
When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs Xiaomin Li Zhou Yu Zhiwei Zhang Xupeng Chen Ziji Zhang Yingying Zhuang Narayanan Sadagopan Anurag Beniwal LRM 7 0 0 16 May 2025
Visual Planning: Let's Think Only with Images Yi Xu Chengzu Li Han Zhou Xingchen Wan Caiqi Zhang Anna Korhonen Ivan Vulić LM&Ro LRM 7 0 0 16 May 2025
CAMEO: Collection of Multilingual Emotional Speech Corpora Iwona Christop Maciej Czajka 19 0 0 16 May 2025
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation Massimiliano Cassia Luca Guarnera Mirko Casu Ignazio Zangara Sebastiano Battiato 14 0 0 16 May 2025
Modeling cognitive processes of natural reading with transformer-based Language Models Bruno Bianchi Fermín Travi Juan E. Kamienkowski 12 0 0 16 May 2025
Feasibility with Language Models for Open-World Compositional Zero-Shot Learning Jae Myung Kim Stephan Alaniz Cordelia Schmid Zeynep Akata 14 0 0 16 May 2025
DRAGON: A Large-Scale Dataset of Realistic Images Generated by Diffusion Models Giulia Bertazzini Daniele Baracchi Dasara Shullani Isao Echizen Alessandro Piva 27 0 0 16 May 2025
Improving the Data-efficiency of Reinforcement Learning by Warm-starting with LLM Thang Duong Minglai Yang Chicheng Zhang OffRL 14 0 0 16 May 2025
Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation Donghoon Lee Tung M. Luu Younghwan Lee Chang D. Yoo OffRL VLM 11 0 0 16 May 2025
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning Jingcheng Niu Subhabrata Dutta Ahmed Elshabrawy Harish Tayyar Madabushi Iryna Gurevych 19 0 0 16 May 2025
Automated Identification of Logical Errors in Programs: Advancing Scalable Analysis of Student Misconceptions Muntasir Hoq Ananya Rao Reisha Jaishankar Krish Piryani Nithya Janapati Jessica Vandenberg Bradford Mott Narges Norouzi James Lester Bita Akram 12 0 0 16 May 2025
SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning Yige Xu Xu Guo Zhiwei Zeng Chunyan Miao BDL LRM 12 0 0 16 May 2025
Parkour in the Wild: Learning a General and Extensible Agile Locomotion Policy Using Multi-expert Distillation and RL Fine-tuning Nikita Rudin Junzhe He Joshua Aurand Marco Hutter 17 0 0 16 May 2025
ProxyPrompt: Securing System Prompts against Prompt Extraction Attacks Zhixiong Zhuang Maria-Irina Nicolae Hui-Po Wang Mario Fritz AAML SILM 28 0 0 16 May 2025
A Light and Smart Wearable Platform with Multimodal Foundation Model for Enhanced Spatial Reasoning in People with Blindness and Low Vision Alexey Magay Dhurba Tripathi Yu Hao Yi Fang 14 0 0 16 May 2025
Interpretable Risk Mitigation in LLM Agent Systems Jan Chojnacki LLMAG 12 0 0 15 May 2025
Empirically evaluating commonsense intelligence in large language models with large-scale human judgments Tuan Dung Nguyen Duncan J. Watts Mark E. Whiting ELM 24 0 0 15 May 2025
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu OffRL VLM 32 0 0 15 May 2025
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data Poli A. Nemkova S. Ubani Mark V. Albert AILaw 35 0 0 15 May 2025
Evaluations at Work: Measuring the Capabilities of GenAI in Use Brandon Lepine Gawesha Weerantunga Juho Kim Pamela Mishkin Matthew Beane 7 0 0 15 May 2025
Mitigate Language Priors in Large Vision-Language Models by Cross-Images Contrastive Decoding Jianfei Zhao Feng Zhang Xingchen Sun Chong Feng MLLM 28 0 0 15 May 2025
Towards a Deeper Understanding of Reasoning Capabilities in Large Language Models Annie Wong Thomas Bäck Aske Plaat Niki van Stein Anna V. Kononova ReLM ELM LRM 45 0 0 15 May 2025
Task-Core Memory Management and Consolidation for Long-term Continual Learning Tianyu Huai Jie Zhou Yuxuan Cai Qin Chen Wen Wu Xingjiao Wu Xipeng Qiu Liang He CLL 33 0 0 15 May 2025
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning S. Wang L. Zhang Zheren Fu Zhendong Mao 24 0 0 15 May 2025
Parallel Scaling Law for Language Models Mouxiang Chen Binyuan Hui Zeyu Cui Jiaxi Yang Dayiheng Liu Jianling Sun Junyang Lin Zhongxin Liu MoE LRM 37 0 0 15 May 2025
Demystifying AI Agents: The Final Generation of Intelligence Kevin J McNamara Rhea Pritham Marpu 29 0 0 15 May 2025
Superposition Yields Robust Neural Scaling Yizhou Liu Ziming Liu Jeff Gore MILM 24 0 0 15 May 2025
AI-enhanced semantic feature norms for 786 concepts Siddharth Suresh Kushin Mukherjee Tyler Giallanza Xizheng Yu Mia Patil J. Cohen Timothy Rogers 17 0 0 15 May 2025
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges Ranjan Sapkota Konstantinos I Roumeliotis Manoj Karkee AI4TS 24 0 0 15 May 2025
VeriFact: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts Xin Liu Lechen Zhang Sheza Munir Yiyang Gu Lu Wang HILM 36 0 0 14 May 2025
SAD Neural Networks: Divergent Gradient Flows and Asymptotic Optimality via o-minimal Structures Julian Kranz Davide Gallon Steffen Dereich Arnulf Jentzen 21 0 0 14 May 2025
A Multi-Task Foundation Model for Wireless Channel Representation Using Contrastive and Masked Autoencoder Learning Berkay Guler Giovanni Geraci Hamid Jafarkhani 33 0 0 14 May 2025
A Comprehensive Analysis of Large Language Model Outputs: Similarity, Diversity, and Bias Brandon Smith Mohamed Reda Bouadjenek Tahsin Alamgir Kheya Phillip Dawson S. Aryal ALM ELM 26 0 0 14 May 2025
Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists? Anthony GX-Chen Dongyan Lin Mandana Samiei Doina Precup Blake A. Richards Rob Fergus Kenneth Marino CML LRM 34 0 0 14 May 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Jingcheng Niu Xingdi Yuan Tong Wang Hamidreza Saghir Amir H. Abdi 27 0 0 14 May 2025
OpenLKA: An Open Dataset of Lane Keeping Assist from Recent Car Models under Real-world Driving Conditions Yunhong Wang Abdulaziz Alhuraish Shengming Yuan Hao Zhou 24 0 0 14 May 2025
Evaluating GPT- and Reasoning-based Large Language Models on Physics Olympiad Problems: Surpassing Human Performance and Implications for Educational Assessment Paul Tschisgale Holger Maus Fabian Kieser Ben Kroehs Stefan Petersen Peter Wulff ELM LRM 41 0 0 14 May 2025
WorldView-Bench: A Benchmark for Evaluating Global Cultural Perspectives in Large Language Models Abdullah Mushtaq Imran Taj Rafay Naeem Ibrahim Ghaznavi Junaid Qadir 26 0 0 14 May 2025
ELIS: Efficient LLM Iterative Scheduling System with Response Length Predictor Seungbeom Choi Jeonghoe Goo Eunjoo Jeon Mingyu Yang Minsung Jang 21 0 0 14 May 2025
Towards Fair In-Context Learning with Tabular Foundation Models Patrik Kenfack Samira Ebrahimi Kahou Ulrich Aïvodji 19 0 0 14 May 2025
Qwen3 Technical Report A. Yang A. Li Baosong Yang Beichen Zhang Binyuan Hui ... Zekun Wang Zeyu Cui Z. Zhang Zhenhong Zhou Zihan Qiu LLMAG OSLM LRM 42 0 0 14 May 2025
Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition Muzammil Behzad VLM 28 0 0 14 May 2025
Unfettered Forceful Skill Acquisition with Physical Reasoning and Coordinate Frame Labeling William Xie Max Conway Yutong Zhang N. Correll LM&Ro LRM 35 0 0 14 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 44 0 0 14 May 2025
Lossless Compression for LLM Tensor Incremental Snapshots Daniel Waddington Cornel Constantinescu 9 0 0 14 May 2025
SALM: A Multi-Agent Framework for Language Model-Driven Social Network Simulation Gaurav Koley LLMAG 23 0 0 14 May 2025