Title
Reconstruct the Pruned Model without Any Retraining Pingjie Wang Ziqing Fan Shengchao Hu Zhe Chen Yanfeng Wang Yu Wang 53 1 0 18 Jul 2024
LLM-Empowered State Representation for Reinforcement Learning Boyuan Wang Yun Qu Yuhang Jiang Jianzhun Shao Chang-rui Liu Wenming Yang Xiangyang Ji 45 7 0 18 Jul 2024
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems Tamer Abuelsaad Deepak Akkil Prasenjit Dey Ashish Jagmohan Aditya Vempaty Ravi Kokku 53 23 0 17 Jul 2024
Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions Jinsung Yoon Raj Sinha Sercan O. Arik Tomas Pfister 24 1 0 17 Jul 2024
EchoSight: Advancing Visual-Language Models with Wiki Knowledge Yibin Yan Weidi Xie RALM 37 10 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 55 1 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 51 9 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 32 3 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 118 8 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 42 16 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 46 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 54 3 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 49 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 58 2 0 15 Jul 2024
DeepGate3: Towards Scalable Circuit Representation Learning Zhengyuan Shi Ziyang Zheng Sadaf Khan Qiang Xu Min Li Qiang Xu GNN AI4CE 51 9 0 15 Jul 2024
CodeV: Empowering LLMs with HDL Generation through Multi-Level Summarization Yang Zhao Di Huang Chongxiao Li Pengwei Jin Muxin Song ... Rui Zhang Xingui Hu Yunji Chen Qi Guo Xing Hu 79 23 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 52 8 0 15 Jul 2024
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 87 4 0 15 Jul 2024
Key-Point-Driven Mathematical Reasoning Distillation of Large Language Model Xunyu Zhu Jian Li Can Ma Weiping Wang LRM 44 0 0 14 Jul 2024
Look Within, Why LLMs Hallucinate: A Causal Perspective He Li Haoang Chi Mingyu Liu Wenjing Yang LRM 44 5 0 14 Jul 2024
Cross-Lingual Multi-Hop Knowledge Editing Aditi Khandelwal Harman Singh Hengrui Gu Tianlong Chen Kaixiong Zhou KELM 47 0 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 76 9 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 48 8 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 38 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 26 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 47 7 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 45 1 0 12 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez Haoze Song SyDa 46 5 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 41 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 65 8 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 48 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 39 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 34 2 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 83 27 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 41 7 0 11 Jul 2024
FLAIR: Feeding via Long-horizon AcquIsition of Realistic dishes Rajat Kumar Jenamani Priya Sundaresan Maram Sakr Tapomayukh Bhattacharjee Dorsa Sadigh 41 10 0 10 Jul 2024
CiteME: Can Language Models Accurately Cite Scientific Claims? Ori Press Andreas Hochlehnert Ameya Prabhu Vishaal Udandarao Ofir Press Matthias Bethge 52 13 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 38 2 0 10 Jul 2024
Deconstructing What Makes a Good Optimizer for Language Models Rosie Zhao Depen Morwani David Brandfonbrener Nikhil Vyas Sham Kakade 55 17 0 10 Jul 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 71 7 1 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 47 3 0 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 56 29 0 09 Jul 2024
FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation Liqun Ma Mingjie Sun Zhiqiang Shen 31 7 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 44 19 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 45 43 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 82 9 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 28 10 0 08 Jul 2024
Data, Data Everywhere: A Guide for Pretraining Dataset Construction Jupinder Parmar Shrimai Prabhumoye Joseph Jennings Bo Liu Aastha Jhunjhunwala Zhilin Wang M. Patwary Mohammad Shoeybi Bryan Catanzaro 55 6 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 59 18 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 46 25 0 08 Jul 2024