Title
Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions Jinsung Yoon Raj Sinha Sercan O. Arik Tomas Pfister 76 1 0 17 Jul 2024
EchoSight: Advancing Visual-Language Models with Wiki Knowledge Yibin Yan Weidi Xie RALM 141 14 0 17 Jul 2024
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning Yanting Miao William Loh Suraj Kothawade Pascal Poupart Abdullah Rashwan Yeqing Li EGVM 67 5 0 16 Jul 2024
OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces Zehan Wang Ziang Zhang Hang Zhang Luping Liu Rongjie Huang Xize Cheng Hengshuang Zhao Zhou Zhao 113 13 0 16 Jul 2024
XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach Truong Thanh Hung Nguyen Phuc Truong Loc Nguyen Hung Cao 72 6 0 16 Jul 2024
RobotKeyframing: Learning Locomotion with High-Level Objectives via Mixture of Dense and Sparse Rewards Fatemeh Zargarbashi Jin Cheng Dongho Kang Robert Sumner Stelian Coros 179 9 0 16 Jul 2024
The Oscars of AI Theater: A Survey on Role-Playing with Language Models Nuo Chen Yan Wang Yang Deng Jia Li 128 21 0 16 Jul 2024
Controllable Contextualized Image Captioning: Directing the Visual Narrative through User-Defined Highlights Shunqi Mao Chaoyi Zhang Hang Su Hwanjun Song Igor Shalyminov Weidong Cai 84 1 0 16 Jul 2024
Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models Jinrui Zhang Teng Wang Haigang Zhang Ping Lu Feng Zheng MLLM LRM VLM 92 4 0 16 Jul 2024
Performance Evaluation of Lightweight Open-source Large Language Models in Pediatric Consultations: A Comparative Analysis Qiuhong Wei Ying Cui Mengwei Ding Yanqin Wang Lingling Xiang Zhengxiong Yao Ceran Chen Ying Long Zhezhen Jin Ximing Xu ELM LM&MA AI4MH 59 0 0 16 Jul 2024
Evaluating Model Bias Requires Characterizing its Mistakes Isabela Albuquerque Jessica Schrouff David Warde-Farley Ali Taylan Cemgil Sven Gowal Olivia Wiles 118 2 0 15 Jul 2024
DeepGate3: Towards Scalable Circuit Representation Learning Zhengyuan Shi Ziyang Zheng Sadaf Khan Jianyuan Zhong Min Li Qiang Xu GNN AI4CE 98 11 0 15 Jul 2024
MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs Quang H. Nguyen Duy C. Hoang Juliette Decugis Saurav Manchanda Nitesh Chawla Khoa D. Doan Khoa D. Doan 238 11 0 15 Jul 2024
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 180 5 0 15 Jul 2024
Key-Point-Driven Mathematical Reasoning Distillation of Large Language Model Xunyu Zhu Jian Li Can Ma Weiping Wang LRM 46 0 0 14 Jul 2024
Look Within, Why LLMs Hallucinate: A Causal Perspective He Li Haoang Chi Mingyu Liu Wenjing Yang LRM 73 6 0 14 Jul 2024
Affordance-Guided Reinforcement Learning via Visual Prompting Olivia Y. Lee Annie Xie Kuan Fang Karl Pertsch Chelsea Finn OffRL LM&Ro 187 10 0 14 Jul 2024
Cross-Lingual Multi-Hop Knowledge Editing Aditi Khandelwal Harman Singh Hengrui Gu Tianlong Chen Kaixiong Zhou KELM 61 0 0 14 Jul 2024
VLMPC: Vision-Language Model Predictive Control for Robotic Manipulation Wentao Zhao Jiaming Chen Ziyu Meng Donghui Mao Ran Song Wei Zhang 114 12 0 13 Jul 2024
MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts Zhenpeng Su Zijia Lin Xue Bai Xing Wu Yizhe Xiong ... Guangyuan Ma Hui Chen Guiguang Ding Wei Zhou Songlin Hu MoE 96 5 0 13 Jul 2024
Open (Clinical) LLMs are Sensitive to Instruction Phrasings Alberto Mario Ceballos Arroyo Monica Munnangi Jiuding Sun Karen Y.C. Zhang Denis Jered McInerney Byron C. Wallace Silvio Amir LM&MA 36 8 0 12 Jul 2024
Mitigating Entity-Level Hallucination in Large Language Models Weihang Su Yichen Tang Qingyao Ai Changyue Wang Zhijing Wu Yiqun Liu HILM 91 8 0 12 Jul 2024
Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning Trees Alexia Jolicoeur-Martineau A. Baratin Kisoo Kwon Boris Knyazev Yan Zhang 78 1 0 12 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez Haoze Song SyDa 78 7 0 12 Jul 2024
Navi2Gaze: Leveraging Foundation Models for Navigation and Target Gazing Jun Zhu Zihao Du Haotian Xu Fengbo Lan Zilong Zheng Bo Ma Shengjie Wang Tao Zhang 86 4 0 12 Jul 2024
Self-Prompt Tuning: Enable Autonomous Role-Playing in LLMs Aobo Kong Shiwan Zhao Hao Chen Qicheng Li Yong Qin Ruiqi Sun Xin Zhou Jiaming Zhou Haoqin Sun 100 12 0 12 Jul 2024
IDAT: A Multi-Modal Dataset and Toolkit for Building and Evaluating Interactive Task-Solving Agents Shrestha Mohanty Negar Arabzadeh Andrea Tupini Yuxuan Sun Alexey Skrynnik Artem Zholus Marc-Alexandre Côté Julia Kiseleva 98 0 0 12 Jul 2024
Show, Don't Tell: Evaluating Large Language Models Beyond Textual Understanding with ChildPlay Gonçalo Hora de Carvalho Oscar Knap R. Pollice ReLM ELM LRM 130 1 0 12 Jul 2024
Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification Wenshuo Peng Kaipeng Zhang Yue Yang Hao Zhang Ping Luo VLM 79 3 0 11 Jul 2024
SEED-Story: Multimodal Long Story Generation with Large Language Model Shuai Yang Yuying Ge Yang Li Yukang Chen Yixiao Ge Ying Shan Yingcong Chen VGen DiffM 146 32 0 11 Jul 2024
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents Haoyi Xiong Zhiyuan Wang Xuhong Li Jiang Bian Zeke Xie Shahid Mumtaz Laura E. Barnes LLMAG 134 8 0 11 Jul 2024
FLAIR: Feeding via Long-horizon AcquIsition of Realistic dishes Rajat Kumar Jenamani Priya Sundaresan Maram Sakr Tapomayukh Bhattacharjee Dorsa Sadigh 69 14 0 10 Jul 2024
CiteME: Can Language Models Accurately Cite Scientific Claims? Ori Press Andreas Hochlehnert Ameya Prabhu Vishaal Udandarao Ofir Press Matthias Bethge 116 14 0 10 Jul 2024
Interpretable Differential Diagnosis with Dual-Inference Large Language Models Shuang Zhou Sirui Ding Jiashuo Wang Mingquan Lin Genevieve B. Melton Rui Zhang LM&MA 72 2 0 10 Jul 2024
Deconstructing What Makes a Good Optimizer for Language Models Rosie Zhao Depen Morwani David Brandfonbrener Nikhil Vyas Sham Kakade 152 25 0 10 Jul 2024
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators Wentao Zhang Junliang Guo Tianyu He Li Zhao Linli Xu Jiang Bian 120 4 0 10 Jul 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 164 9 1 10 Jul 2024
Reuse, Don't Retrain: A Recipe for Continued Pretraining of Language Models Jupinder Parmar Sanjev Satheesh M. Patwary Mohammad Shoeybi Bryan Catanzaro 118 38 0 09 Jul 2024
FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation Liqun Ma Mingjie Sun Zhiqiang Shen 90 9 0 09 Jul 2024
Entropy Law: The Story Behind Data Compression and LLM Performance Mingjia Yin Chuhan Wu Yufei Wang Hao Wang Wei Guo Yasheng Wang Yong Liu Ruiming Tang Defu Lian Enhong Chen 125 27 0 09 Jul 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 157 14 0 09 Jul 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 185 56 0 09 Jul 2024
AI-driven multi-omics integration for multi-scale predictive modeling of causal genotype-environment-phenotype relationships You Wu Lei Xie AI4CE 62 15 0 08 Jul 2024
Data, Data Everywhere: A Guide for Pretraining Dataset Construction Jupinder Parmar Shrimai Prabhumoye Pritam Gundecha Bo Liu Aastha Jhunjhunwala Zhilin Wang M. Patwary Mohammad Shoeybi Bryan Catanzaro 126 10 0 08 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 119 27 0 08 Jul 2024
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages Yinquan Lu Wenhao Zhu Lei Li Yu Qiao Fei Yuan 94 32 0 08 Jul 2024
A Survey on LoRA of Large Language Models Yuren Mao Yuhang Ge Yijiang Fan Wenyi Xu Yu Mi Zhonghao Hu Yunjun Gao ALM 163 41 0 08 Jul 2024
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches for Language Models Nandini Mundra Aditya Nanda Kishore Raj Dabre Ratish Puduppully Anoop Kunchukuttan Mitesh Khapra 74 7 0 08 Jul 2024
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation Jinpeng Hu Tengteng Dong Luo Gang Hui Ma Peng Zou Xiao Sun Dan Guo Meng Wang AI4MH 92 7 0 08 Jul 2024
InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct Yutong Wu Di Huang Wenxuan Shi Wei Wang Lingzhe Gao ... Qi Guo Yewen Pu Dawei Yin Xing Hu Yunji Chen SyDa 90 2 0 08 Jul 2024