Papers citing "Language Models are Few-Shot Learners"

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Title
EditSplat: Multi-View Fusion and Attention-Guided Optimization for View-Consistent 3D Scene Editing with 3D Gaussian Splatting Dong In Lee Hyeongcheol Park Jiyoung Seo Eunbyung Park Hyunje Park Ha Dam Baek Shin Sangheon Sangmin kim Sangpil Kim 3DGS 175 2 0 16 Dec 2024
UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models Boyang Xue Fei Mi Qi Zhu Hongru Wang Rui Wang Sheng Wang Erxin Yu Xuming Hu Kam-Fai Wong HILM 191 2 0 16 Dec 2024
A recent evaluation on the performance of LLMs on radiation oncology physics using questions of randomly shuffled options Peilong Wang J. Holmes Ziqiang Liu Dequan Chen Tianming Liu Jiajian Shen Wen Liu LRM ELM LM&MA 145 0 0 14 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 370 3 0 14 Dec 2024
Modeling Story Expectations to Understand Engagement: A Generative Framework Using LLMs Hortense Fong George Gui HAI 125 0 0 13 Dec 2024
SVGBuilder: Component-Based Colored SVG Generation with Text-Guided Autoregressive Transformers Zehao Chen Rong Pan 130 2 0 13 Dec 2024
Olympus: A Universal Task Router for Computer Vision Tasks Yuanze Lin Yunsheng Li Dongdong Chen Weijian Xu Ronald Clark Philip Torr VLM ObjD 485 0 0 12 Dec 2024
TimeRefine: Temporal Grounding with Time Refining Video LLM Xizi Wang Feng Cheng Ziyang Wang Huiyu Wang Md. Mohaiminul Islam Lorenzo Torresani Joey Tianyi Zhou Gedas Bertasius David J. Crandall 157 2 0 12 Dec 2024
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework Meihao Fan Ju Fan Nan Tang Lei Cao Guoliang Li Xiaoyong Du LMTD 180 0 0 10 Dec 2024
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs Michael Wornow Suhana Bedi Miguel Angel Fuentes Hernandez E. Steinberg Jason Alan Fries Christopher Ré Sanmi Koyejo N. Shah 166 5 0 09 Dec 2024
Bridging Conversational and Collaborative Signals for Conversational Recommendation Ahmad Bin Rabiah Nafis Sadeq Julian McAuley 169 0 0 09 Dec 2024
Chimera: Improving Generalist Model with Domain-Specific Experts Tianshuo Peng Mingxing Li Hongbin Zhou Renqiu Xia Renrui Zhang ... Aojun Zhou Botian Shi Tao Chen Bo Zhang Xiangyu Yue 159 5 0 08 Dec 2024
Training-Free Bayesianization for Low-Rank Adapters of Large Language Models Haizhou Shi Yibin Wang Ligong Han Huatian Zhang Hao Wang UQCV 196 2 0 07 Dec 2024
LABIIUM: AI-Enhanced Zero-configuration Measurement Automation System Emmanuel A. Olowe Danial Chitnis 104 0 0 07 Dec 2024
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 155 1 0 05 Dec 2024
Unifying KV Cache Compression for Large Language Models with LeanKV Yanqi Zhang Yuwei Hu Runyuan Zhao John C. S. Lui Haibo Chen MQ 252 7 0 04 Dec 2024
DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators Tejumade Afonja Hui-Po Wang Raouf Kerkouche Mario Fritz SyDa 160 2 0 03 Dec 2024
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search Kaixin Wu Yixin Ji Ziyang Chen Qiang Wang Cunxiang Wang ... Jia Xu Zhongyi Liu Jinjie Gu Yuan Zhou Linjian Mo KELM CLL 145 0 0 02 Dec 2024
VideoSAVi: Self-Aligned Video Language Models without Human Supervision Yogesh Kulkarni Pooyan Fazli VLM 193 2 0 01 Dec 2024
GloCOM: A Short Text Neural Topic Model via Global Clustering Context Quang Nguyen Tung Nguyen Duc Anh Nguyen Linh Ngo Van Sang Dinh Truong Nguyen 154 1 0 30 Nov 2024
Unified Parameter-Efficient Unlearning for LLMs Chenlu Ding Jiancan Wu Yancheng Yuan Jinda Lu Kai Zhang Alex Su Xiang Wang Xiangnan He MU KELM 155 7 0 30 Nov 2024
Empowering the Deaf and Hard of Hearing Community: Enhancing Video Captions Using Large Language Models Nadeen Fathallah Monika Bhole Steffen Staab 135 0 0 30 Nov 2024
Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning Kaustubh Ponkshe Raghav Singhal Eduard A. Gorbunov Alexey Tumanov Samuel Horváth Praneeth Vepakomma 247 7 0 29 Nov 2024
On Domain-Specific Post-Training for Multimodal Large Language Models Daixuan Cheng Shaohan Huang Ziyu Zhu Xintong Zhang Wayne Xin Zhao Zhongzhi Luan Bo Dai Zhenliang Zhang VLM 144 5 0 29 Nov 2024
Marconi: Prefix Caching for the Era of Hybrid LLMs Rui Pan Zhuang Wang Zhen Jia Can Karakus Luca Zancato Tri Dao Ravi Netravali Yida Wang 150 4 0 28 Nov 2024
Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features Chancharik Mitra Brandon Huang Tianning Chai Zhiqiu Lin Assaf Arbelle Rogerio Feris Leonid Karlinsky Trevor Darrell Deva Ramanan Roei Herzig VLM 318 4 0 28 Nov 2024
Sneaking Syntax into Transformer Language Models with Tree Regularization Ananjan Nandi Christopher D. Manning Shikhar Murty 121 0 0 28 Nov 2024
The importance of visual modelling languages in generative software engineering Roberto Rossi 141 1 0 27 Nov 2024
DRS: Deep Question Reformulation With Structured Output Zhecheng Li Yijiao Wang Bryan Hooi Yujun Cai Nanyun Peng Kai-Wei Chang KELM 159 0 0 27 Nov 2024
MetaphorShare: A Dynamic Collaborative Repository of Open Metaphor Datasets Joanne Boisson Arif Mehmood Jose Camacho-Collados 99 0 0 27 Nov 2024
Make-It-Animatable: An Efficient Framework for Authoring Animation-Ready 3D Characters Zhiyang Guo Jinxu Xiang Kai Ma Wengang Zhou Haoyang Li Ran Zhang 3DH 135 3 0 27 Nov 2024
SoK: Decentralized AI (DeAI) Zhipeng Wang Rui Sun Elizabeth Lui Vatsal Shah Xihan Xiong Jiahao Sun Davide Crapis William Knottenbelt 181 1 0 26 Nov 2024
CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos Xinhao Liu Jiajian Li Yichen Jiang Niranjan Sujay Zhiyong Yang Juexiao Zhang John Abanes Jing Zhang Chen Feng 151 2 0 26 Nov 2024
Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning Zhu Xu Zhiqiang Zhao Zihan Zhang Yuchi Liu Quanwei Shen Fei Liu Yu Kuang Jian He Conglin Liu 132 2 0 26 Nov 2024
Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models Alireza Amiri-Margavi Iman Jebellat Ehsan Jebellat Seyed Pouyan Mousavi Davoudi 155 3 0 25 Nov 2024
SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE Yongwei Chen Yushi Lan Shangchen Zhou Tengfei Wang Xingang Pan 195 6 0 25 Nov 2024
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs Teng Zhou Xiaoyu Zhang Yongchuan Tang MLLM DiffM 172 1 0 24 Nov 2024
Aligning Generalisation Between Humans and Machines Filip Ilievski Barbara Hammer F. V. Harmelen Benjamin Paassen S. Saralajew ... Vered Shwartz Gabriella Skitalinskaya Clemens Stachl Gido M. van de Ven T. Villmann 282 1 0 23 Nov 2024
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Elita Lobo Chirag Agarwal Himabindu Lakkaraju LRM 140 10 0 22 Nov 2024
Planning-Driven Programming: A Large Language Model Programming Workflow Chao Lei Yanchuan Chang Nir Lipovetzky Krista A. Ehinger 159 6 0 21 Nov 2024
FuseGPT: Learnable Layers Fusion of Generative Pre-trained Transformers Zehua Pei Hui-Ling Zhen Xianzhi Yu Sinno Jialin Pan Mingxuan Yuan Bei Yu AI4CE 225 3 0 21 Nov 2024
Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning Jiange Yang Haoyi Zhu Yanjie Wang Gangshan Wu Tong He Limin Wang 171 3 0 21 Nov 2024
Safety Without Semantic Disruptions: Editing-free Safe Image Generation via Context-preserving Dual Latent Reconstruction Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian Ajmal Mian DiffM 129 0 0 21 Nov 2024
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models Javier Ferrando Oscar Obeso Senthooran Rajamanoharan Neel Nanda 153 29 0 21 Nov 2024
Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework Mengshuo Jia Zeyu Cui Gabriela Hug 127 1 0 21 Nov 2024
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation Seokil Ham H. Kim Sangmin Woo Changick Kim Mamba 472 0 0 21 Nov 2024
Teaching VLMs to Localize Specific Objects from In-context Examples Sivan Doveh Nimrod Shabtay Wei Lin Eli Schwartz Hilde Kuehne ... Leonid Karlinsky James Glass Assaf Arbelle S. Ullman Muhammad Jehanzeb Mirza VLM 153 1 0 20 Nov 2024
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction Yuan Yuan Jingtao Ding Chonghua Han Depeng Jin Yong Li Yong Li AI4TS AI4CE 148 2 0 20 Nov 2024
Training Bilingual LMs with Data Constraints in the Targeted Language Skyler Seto Maartje ter Hoeve He Bai Natalie Schluter David Grangier 166 1 0 20 Nov 2024
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games Davide Paglieri Bartłomiej Cupiał Samuel Coward Ulyana Piterbarg Maciej Wolczyk ... Lerrel Pinto Rob Fergus Jakob Foerster Jack Parker-Holder Tim Rocktaschel LLMAG LRM 196 20 0 20 Nov 2024