Title
Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning Siyuan Li Zhe Ma Feifan Liu Jiani Lu Qinqin Xiao K. Sun Lingfei Cui Xirui Yang P. Liu Xun Wang 37 3 0 11 Nov 2024
What Should Baby Models Read? Exploring Sample-Efficient Data Composition on Model Performance Hong Meng Yam Nathan J Paek 46 1 0 11 Nov 2024
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation Yu-Liang Zhan Zhong-Yi Lu Hao Sun Ze-Feng Gao 47 0 0 10 Nov 2024
Towards Low-Resource Harmful Meme Detection with LMM Agents Jianzhao Huang Hongzhan Lin Ziyan Liu Ziyang Luo Guang Chen Jing Ma 38 2 0 08 Nov 2024
Scaling Laws for Precision Tanishq Kumar Zachary Ankner Benjamin Spector Blake Bordelon Niklas Muennighoff Mansheej Paul Cengiz Pehlevan Christopher Ré Aditi Raghunathan AIFin MoMe 54 15 0 07 Nov 2024
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models Jierui Li Hung Le Yingbo Zhou Caiming Xiong Silvio Savarese Doyen Sahoo LLMAG 44 5 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 83 18 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 57 0 0 07 Nov 2024
PhDGPT: Introducing a psychometric and linguistic dataset about how large language models perceive graduate students and professors in psychology Edoardo Sebastiano De Duro Enrique Taietta Riccardo Improta Massimo Stella AI4CE 51 0 0 06 Nov 2024
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation Yuhang Liu Xueyu Hu Shengyu Zhang Jingyuan Chen Fan Wu Fei Wu RALM 40 0 0 06 Nov 2024
Evaluation data contamination in LLMs: how do we measure it and (when) does it matter? Aaditya K. Singh Muhammed Yusuf Kocyigit Andrew Poulton David Esiobu Maria Lomeli Gergely Szilvasy Dieuwke Hupkes 35 8 0 06 Nov 2024
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages Youssef Mohamed Runjia Li Ibrahim Said Ahmad Kilichbek Haydarov Philip Torr Kenneth Church Mohamed Elhoseiny VLM 38 8 0 06 Nov 2024
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare Souren Pashangpour Goldie Nejat LM&MA 53 7 0 05 Nov 2024
Membership Inference Attacks against Large Vision-Language Models Zhan Li Yongtao Wu Yihang Chen F. Tonin Elias Abad Rocamora V. Cevher 44 4 0 05 Nov 2024
Mixtures of In-Context Learners Giwon Hong Emile van Krieken Edoardo Ponti Nikolay Malkin Pasquale Minervini 43 0 0 05 Nov 2024
V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization Yuxi Xie Guanzhen Li Xiao Xu Min-Yen Kan MLLM VLM 60 15 0 05 Nov 2024
Multi-Transmotion: Pre-trained Model for Human Motion Prediction Yang Gao Po-Chien Luan Alexandre Alahi 44 6 0 04 Nov 2024
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification Sorouralsadat Fatemi Yuheng Hu Maryam Mousavi 32 1 0 04 Nov 2024
Shortcut Learning in In-Context Learning: A Survey Rui Song Yingji Li Fausto Giunchiglia Fausto Giunchiglia Hao Xu 47 2 0 04 Nov 2024
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension Jie-jin Yang Wang Zeng Sheng Jin Lumin Xu Wentao Liu Chen Qian Ruimao Zhang MLLM 65 2 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 72 5 0 04 Nov 2024
Minder: Faulty Machine Detection for Large-scale Distributed Model Training Yangtao Deng Xiang Shi Zhuo Jiang X. Zhang Lei Zhang ... Fuliang Li Shuguang Wang H. Lin Jianxi Ye Minlan Yu LRM 202 2 0 04 Nov 2024
Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision Xiangzhong Luo Di Liu Hao Kong Shuo Huai Hui Chen Guochu Xiong Weichen Liu 36 2 0 03 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 69 0 0 03 Nov 2024
Randomized Autoregressive Visual Generation Qihang Yu Ju He XueQing Deng Xiaohui Shen Liang-Chieh Chen VGen DiffM 59 31 1 01 Nov 2024
Active Preference-based Learning for Multi-dimensional Personalization Minhyeon Oh Seungjoon Lee Jungseul Ok 31 1 0 01 Nov 2024
Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models Do Xuan Long Duong Ngoc Yen Anh Tuan Luu Kenji Kawaguchi Min-Yen Kan Nancy F. Chen KELM ELM LRM 35 5 0 01 Nov 2024
SimpleFSDP: Simpler Fully Sharded Data Parallel with torch.compile Ruisi Zhang Tianyu Liu Will Feng Andrew Gu Sanket Purandare Wanchao Liang Francisco Massa 31 1 0 01 Nov 2024
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments Paulius Rauba Nabeel Seedat Krzysztof Kacprzyk M. Schaar AI4CE 56 1 0 31 Oct 2024
P-Masking: Power Law Masking Improves Multi-attribute Controlled Generation Mohamed Elgaar Hadi Amiri AI4CE 39 0 0 31 Oct 2024
Matchmaker: Self-Improving Large Language Model Programs for Schema Matching Nabeel Seedat M. Schaar 39 2 0 31 Oct 2024
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 41 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 58 2 0 31 Oct 2024
The Potential of LLMs in Medical Education: Generating Questions and Answers for Qualification Exams Yunqi Zhu Wen Tang Ying Sun Xuebing Yang Liyang Dou Yifan Gu Yuanyuan Wu Wensheng Zhang Ying Sun Xuebing Yang LM&MA ELM 46 1 0 31 Oct 2024
Tiny Transformers Excel at Sentence Compression Peter Belcak Roger Wattenhofer 40 0 0 30 Oct 2024
EMMA: End-to-End Multimodal Model for Autonomous Driving Jyh-Jing Hwang Runsheng Xu Hubert Lin Wei-Chih Hung Jingwei Ji ... Benjamin Sapp Yin Zhou James Guo Dragomir Anguelov Mingxing Tan VLM LM&Ro 46 28 0 30 Oct 2024
$100K or 100 Days: Trade-offs when Pre-Training with Academic Resources$ Apoorv Khandelwal Tian Yun Nihal V. Nayak Jack Merullo Stephen H. Bach Chen Sun Ellie Pavlick VLM AI4CE OnRL 66 2 0 30 Oct 2024
PIP-MM: Pre-Integrating Prompt Information into Visual Encoding via Existing MLLM Structures Tianxiang Wu Minxin Nie Ziqiang Cao MLLM 42 0 0 30 Oct 2024
Enhancing Adversarial Attacks through Chain of Thought Jingbo Su LRM 31 2 0 29 Oct 2024
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 34 0 0 29 Oct 2024
Online Detecting LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 42 0 0 29 Oct 2024
Revisiting Reliability in Large-Scale Machine Learning Research Clusters Apostolos Kokolis Michael Kuchnik John Hoffman Adithya Kumar Parth Malani Faye Ma Zachary DeVito Shri Kiran Srinivasan Kalyan Saladi Carole-Jean Wu 187 7 0 29 Oct 2024
Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Sense Samuel Cahyawijaya Ruochen Zhang Holy Lovenia Jan Christian Blaise Cruz Elisa Gilbert Hiroki Nomoto Alham Fikri Aji LRM 44 0 0 28 Oct 2024
AutoGLM: Autonomous Foundation Agents for GUIs Xiao Liu Bo Qin Dongzhu Liang Guang Dong Hanyu Lai ... Yujia Wang Yongjun Xu Zehan Qi Yuxiao Dong Jie Tang LLMAG 67 12 0 28 Oct 2024
Exploring the Reliability of Foundation Model-Based Frontier Selection in Zero-Shot Object Goal Navigation Shuaihang Yuan Halil Utku Unlu Hao Huang Congcong Wen Anthony Tzes Yi Fang 33 1 0 28 Oct 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning Xun Guo Shan Zhang Yongxin He Ting Zhang Wanquan Feng Haibin Huang Chongyang Ma DeLMO 47 7 0 28 Oct 2024
Matryoshka: Learning to Drive Black-Box LLMs with LLMs Changhao Li Yuchen Zhuang Rushi Qiang Haotian Sun H. Dai Chao Zhang Bo Dai LRM 26 4 0 28 Oct 2024
Energy-Based Diffusion Language Models for Text Generation Minkai Xu Tomas Geffner Karsten Kreis Weili Nie Yilun Xu J. Leskovec Stefano Ermon Arash Vahdat DiffM 57 7 0 28 Oct 2024
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time Justin Deschenaux Çağlar Gülçehre 47 2 0 28 Oct 2024
Fast Best-of-N Decoding via Speculative Rejection Hanshi Sun Momin Haider Ruiqi Zhang Huitao Yang Jiahao Qiu Ming Yin Mengdi Wang Peter L. Bartlett Andrea Zanette BDL 45 28 0 26 Oct 2024