Papers citing "Language Models are Few-Shot Learners"

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Title
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements M. Arda Aydın Efe Mert Çırpar Elvin Abdinli Gözde B. Ünal Y. Sahin VLM 258 1 0 18 Nov 2024
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering Zeping Yu Sophia Ananiadou 439 2 0 17 Nov 2024
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models Vipula Rawte Sarthak Jain Aarush Sinha Garv Kaushik Aman Bansal ... Aishwarya N. Reganti Vinija Jain Aman Chadha A. Sheth A. Das VLM MLLM 207 1 0 16 Nov 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 93 1 0 16 Nov 2024
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Weiyun Wang Zhe Chen Wenhai Wang Yue Cao Yangzhou Liu ... Jinguo Zhu X. Zhu Lewei Lu Yu Qiao Jifeng Dai LRM 125 91 1 15 Nov 2024
Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning M. Y. Jabarulla T. Uden Thomas Jack P. Beerbaum S. Oeltze-jafra 67 1 0 15 Nov 2024
Spider: Any-to-Many Multimodal LLM Jinxiang Lai Jie Zhang Jun Liu Jian Li Xiaocheng Lu Song Guo MLLM 139 2 0 14 Nov 2024
CorrSynth -- A Correlated Sampling Method for Diverse Dataset Generation from LLMs Suhas S Kowshik Abhishek Divekar Vijit Malik SyDa 126 0 0 13 Nov 2024
More Expressive Attention with Negative Weights Ang Lv Ruobing Xie Shuaipeng Li Jiayi Liao Xingwu Sun Zhanhui Kang Di Wang Rui Yan 89 1 0 11 Nov 2024
A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs Myeongsoo Kim Tyler Stennett Saurabh Sinha Alessandro Orso 75 6 0 11 Nov 2024
Controllable Context Sensitivity and the Knob Behind It Julian Minder Kevin Du Niklas Stoehr Giovanni Monea Chris Wendler Robert West Ryan Cotterell KELM 111 6 0 11 Nov 2024
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization Haoxin Liu Chenghao Liu B. Prakash AI4TS LRM 135 11 0 09 Nov 2024
Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM Haizhou Wang Nanqing Luo Xusheng Li Peng Liu 78 1 0 08 Nov 2024
FactLens: Benchmarking Fine-Grained Fact Verification Kushan Mitra Dan Zhang Sajjadur Rahman Estevam R. Hruschka HILM 139 1 0 08 Nov 2024
DELIFT: Data Efficient Language model Instruction Fine Tuning Ishika Agarwal Krishnateja Killamsetty Lucian Popa Marina Danilevksy ALM VLM 114 4 0 07 Nov 2024
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models Siming Huang Tianhao Cheng J.K. Liu Jiaran Hao L. Song ... Ge Zhang Zili Wang Yuan Qi Yinghui Xu Wei Chu ALM 133 31 0 07 Nov 2024
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 212 1 0 07 Nov 2024
VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos Shehan Munasinghe Hanan Gani Wenqi Zhu Jiale Cao Eric P. Xing Fahad Shahbaz Khan Salman Khan MLLM VGen VLM 83 8 0 07 Nov 2024
Exploring Hierarchical Molecular Graph Representation in Multimodal LLMs Chengxin Hu Hao Li Yihe Yuan Jing Li Ivor Tsang 94 1 0 07 Nov 2024
Prompt-Guided Internal States for Hallucination Detection of Large Language Models Fujie Zhang Peiqi Yu Biao Yi Baolei Zhang Tong Li Zheli Liu HILM LRM 119 0 0 07 Nov 2024
Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination D. Song Sicheng Lai Shunian Chen Lichao Sun Benyou Wang 429 1 0 06 Nov 2024
Diversity Helps Jailbreak Large Language Models Weiliang Zhao Daniel Ben-Levi Wei Hao Junfeng Yang Chengzhi Mao AAML 452 1 0 06 Nov 2024
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent Yangning Li Hai-Tao Zheng Xinyu Wang Yong Jiang Zhen Zhang ... Hui Wang Hai-Tao Zheng Pengjun Xie Philip S. Yu Fei Huang 103 22 0 05 Nov 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 90 1 0 05 Nov 2024
N-Gram Induction Heads for In-Context RL: Improving Stability and Reducing Data Needs Ilya Zisman Alexander Nikulin Andrei Polubarov Nikita Lyubaykin Vladislav Kurenkov Andrei Polubarov Igor Kiselev Vladislav Kurenkov OffRL 114 2 0 04 Nov 2024
Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning Md Rifat Arefin G. Subbaraj Nicolas Angelard-Gontier Yann LeCun Irina Rish Ravid Shwartz-Ziv C. Pal LRM 458 2 0 04 Nov 2024
Double Descent Meets Out-of-Distribution Detection: Theoretical Insights and Empirical Analysis on the role of model complexity Mouin Ben Ammar David Brellmann Arturo Mendoza Antoine Manzanera Gianni Franchi OODD 96 0 0 04 Nov 2024
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity Yuqi Luo Chenyang Song Xu Han Yuxiao Chen Chaojun Xiao Zhiyuan Liu Maosong Sun 120 6 0 04 Nov 2024
Context Parallelism for Scalable Million-Token Inference Amy Yang Jingyi Yang Aya Ibrahim Xinfeng Xie Bangsheng Tang Grigory Sizov Jeremy Reizenstein Jongsoo Park Jianyu Huang MoE LRM 124 7 0 04 Nov 2024
Rate, Explain and Cite (REC): Enhanced Explanation and Attribution in Automatic Evaluation by Large Language Models Aliyah R. Hsu James Zhu Zhichao Wang Bin Bi Shubham Mehrotra ... Sougata Chaudhuri Regunathan Radhakrishnan S. Asur Claire Na Cheng Bin Yu ALM LRM 151 0 0 03 Nov 2024
A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why? QiHong Chen Jiawei Li Jiecheng Deng Jiachen Yu Justin Tian Jin Chen Iftekhar Ahmed 122 1 0 03 Nov 2024
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection Han Yin Yang Xiao Jisheng Bai Rohan Kumar Das 103 0 0 02 Nov 2024
The Interaction Layer: An Exploration for Co-Designing User-LLM Interactions in Parental Wellbeing Support Systems Sruthi Viswanathan Seray Ibrahim Ravi Shankar Reuben Binns Max Van Kleek Petr Slovák 103 1 0 02 Nov 2024
Music Foundation Model as Generic Booster for Music Downstream Tasks Weihsiang Liao Yuhta Takida Yukara Ikemiya Zhi-Wei Zhong Chieh-Hsin Lai ... Stefan Uhlich Taketo Akama Woosung Choi Yuichiro Koyama Yuki Mitsufuji 205 1 0 02 Nov 2024
Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation Bohan Lyu Yadi Cao Duncan Watson-Parris Leon Bergen Taylor Berg-Kirkpatrick Rose Yu 121 5 0 01 Nov 2024
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation Yun Jiang Zilong Xie Wei Zhang Yun Fang Shuai Pan RALM 429 0 0 01 Nov 2024
GPT for Games: An Updated Scoping Review (2020-2024) Daijin Yang Erica Kleinman Casper Harteveld LLMAG AI4TS AI4CE 137 3 0 01 Nov 2024
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing Jiaru Zou Qing Wang Pratyush Thakur Nickvash Kani LRM 178 3 0 01 Nov 2024
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs Shuyang Yu Runxue Bao Parminder Bhatia Taha A. Kass-Hout Jiayu Zhou Cao Xiao 142 1 0 31 Oct 2024
TurtleBench: A Visual Programming Benchmark in Turtle Geometry Sina Rismanchian Yasaman Razeghi Sameer Singh Shayan Doroudi 115 2 0 31 Oct 2024
TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation Sunjae Yoon Gwanhyeong Koo Younghwan Lee Chang D. Yoo VGen 121 5 0 31 Oct 2024
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xinyi Yang Yulin Yuan Lidia S. Chao DeLMO 142 2 0 31 Oct 2024
ResiDual Transformer Alignment with Spectral Decomposition Lorenzo Basile Valentino Maiorca Luca Bortolussi Emanuele Rodolà Francesco Locatello 144 2 0 31 Oct 2024
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 69 8 0 31 Oct 2024
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters Haiyang Wang Yue Fan Muhammad Ferjad Naeem Yongqin Xian J. E. Lenssen Liwei Wang F. Tombari Bernt Schiele 101 2 0 30 Oct 2024
InjecGuard: Benchmarking and Mitigating Over-defense in Prompt Injection Guardrail Models Haoyang Li Xiaogeng Liu SILM 114 9 0 30 Oct 2024
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation Farima Fatahi Bayat Lechen Zhang Sheza Munir Lu Wang HILM 94 4 0 29 Oct 2024
ProMoE: Fast MoE-based LLM Serving using Proactive Caching Xiaoniu Song Zihang Zhong Rong Chen Haibo Chen MoE 98 6 0 29 Oct 2024
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent Xiao Xia Dan Zhang Zibo Liao Zhenyu Hou Tianrui Sun Jing Li Ling Fu Yuxiao Dong AI4CE LM&Ro 3DV LLMAG 62 2 0 29 Oct 2024
Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 124 0 0 29 Oct 2024