Title
PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction Erxin Yu Jing Li Chunpu Xu 35 3 0 29 Feb 2024
Improving Group Connectivity for Generalization of Federated Deep Learning Zexi Li Jie Lin Zhiqi Li Didi Zhu Chao Wu AI4CE FedML 55 0 0 29 Feb 2024
Advancing Generative AI for Portuguese with Open Decoder Gervásio PT* Rodrigo Santos Joao Silva Luís Gomes João Rodrigues António Branco 46 10 0 29 Feb 2024
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning Xupeng Miao Gabriele Oliaro Xinhao Cheng Vineeth Kada Ruohan Gao ... April Yang Yingcheng Wang Mengdi Wu Colin Unger Zhihao Jia MoE 94 9 0 29 Feb 2024
Pre-training Differentially Private Models with Limited Public Data Zhiqi Bu Xinwei Zhang Mingyi Hong Sheng Zha George Karypis 79 3 0 28 Feb 2024
Learning to Compress Prompt in Natural Language Formats Yu-Neng Chuang Tianwei Xing Chia-Yuan Chang Zirui Liu Xun Chen Xia Hu 42 16 0 28 Feb 2024
Grounding Language Models for Visual Entity Recognition Zilin Xiao Ming Gong Paola Cascante-Bonilla Xingyao Zhang Jie Wu Vicente Ordonez VLM 51 9 0 28 Feb 2024
CLLMs: Consistency Large Language Models Siqi Kou Lanxiang Hu Zhe He Zhijie Deng Hao Zhang 52 28 0 28 Feb 2024
Large Language Models and Games: A Survey and Roadmap Roberto Gallotta Graham Todd Marvin Zammit Sam Earle Antonios Liapis Julian Togelius Georgios N. Yannakakis LLMAG LM&MA AI4CE LRM 55 73 0 28 Feb 2024
A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems Fangzhou Wu Ning Zhang Somesh Jha P. McDaniel Chaowei Xiao 34 69 0 28 Feb 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding Zhihao Zhang Shengcao Cao Yu Wang 50 16 0 28 Feb 2024
A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist Wentao Zhang Lingxuan Zhao Haochong Xia Shuo Sun Jiaze Sun ... Yilei Zhao Xinyu Cai Longtao Zheng Xinrun Wang Bo An AIFin 46 37 0 28 Feb 2024
IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding Lanyun Zhu Deyi Ji Tianrun Chen Peng Xu Jieping Ye Jun Liu MLLM 56 45 0 28 Feb 2024
Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models Ercong Nie Shuzhou Yuan Bolei Ma Helmut Schmid Michael Farber Frauke Kreuter Hinrich Schütze ReLM 99 6 0 28 Feb 2024
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? Qineng Wang Zihao Wang Ying Su Hanghang Tong Yangqiu Song LLMAG LRM 46 64 0 28 Feb 2024
Learning or Self-aligning? Rethinking Instruction Fine-tuning Mengjie Ren Boxi Cao Hongyu Lin Liu Cao Xianpei Han Ke Zeng Guanglu Wan Xunliang Cai Le Sun 30 25 0 28 Feb 2024
LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History Akash Gupta Ivaxi Sheth Vyas Raina Mark Gales Mario Fritz 48 4 0 28 Feb 2024
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation Yuan Ge Yilun Liu Chi Hu Weibin Meng Shimin Tao Xiaofeng Zhao Hongxia Ma Li Zhang Hao Yang Tong Xiao ALM 42 27 0 28 Feb 2024
MIKO: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery Feihong Lu Weiqi Wang Yangyifei Luo Ziqin Zhu Qingyun Sun ... Haochen Shi Shiqi Gao Qian Li Yangqiu Song Jianxin Li VLM 47 2 0 28 Feb 2024
From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs Yulong Liu Yunlong Yuan Chunwei Wang Jianhua Han Yongqiang Ma Li Zhang Nanning Zheng Hang Xu LLMAG 45 5 0 28 Feb 2024
MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices Abdul Basit Khizar Hussain Muhammad Abdullah Hanif Mohamed Bennai LM&MA 27 5 0 28 Feb 2024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation Shicheng Xu Liang Pang Mo Yu Fandong Meng Huawei Shen Xueqi Cheng Jie Zhou RALM 46 10 0 28 Feb 2024
Chaining text-to-image and large language model: A novel approach for generating personalized e-commerce banners Shanu Vashishtha Abhinav Prakash Lalitesh Morishetti Kaushiki Nag Yokila Arora Sushant Kumar Kannan Achan DiffM 39 4 0 28 Feb 2024
No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization J. Yang Byeongwook Kim Jeongin Bae Beomseok Kwon Gunho Park Eunho Yang S. Kwon Dongsoo Lee MQ 47 45 0 28 Feb 2024
SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model Bin Cao Jianhao Yuan Yexin Liu Jian Li Shuyang Sun Jing Liu Bo Zhao DiffM 43 7 0 28 Feb 2024
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension Fan Yin Jayanth Srinivasa Kai-Wei Chang HILM 65 20 0 28 Feb 2024
TroubleLLM: Align to Red Team Expert Zhuoer Xu Jianping Zhang Shiwen Cui Changhua Meng Weiqiang Wang 57 1 0 28 Feb 2024
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren Renren Jin Tongxuan Zhang Deyi Xiong 53 4 0 28 Feb 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 67 60 0 28 Feb 2024
All in an Aggregated Image for In-Image Learning Lei Wang Wanyu Xu Zhiqiang Hu Yihuai Lan Shan Dong Hao Wang Roy Ka-wei Lee Ee-Peng Lim VLM 51 1 0 28 Feb 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training Le Zhuo Zewen Chi Minghao Xu Heyan Huang Heqi Zheng Conghui He Xian-Ling Mao Wentao Zhang 98 11 0 28 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models Xiujie Song Mengyue Wu Ke Zhu Chunhao Zhang Yanyi Chen LRM ELM 41 3 0 28 Feb 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 62 66 0 27 Feb 2024
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability Junda Wang Zhichao Yang Zonghai Yao Hong-ye Yu BDL AI4MH LRM 45 31 0 27 Feb 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Zekun Qi Runpei Dong Shaochen Zhang Haoran Geng Chunrui Han Zheng Ge Li Yi Kaisheng Ma 47 52 0 27 Feb 2024
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Shuming Ma Hongyu Wang Lingxiao Ma Lei Wang Wenhui Wang Shaohan Huang Lifeng Dong Ruiping Wang Jilong Xue Furu Wei MQ 45 208 0 27 Feb 2024
Towards Optimal Learning of Language Models Yuxian Gu Li Dong Y. Hao Qingxiu Dong Minlie Huang Furu Wei 39 7 0 27 Feb 2024
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks Duarte M. Alves José P. Pombal Nuno M. Guerreiro Pedro H. Martins Joao Alves ... Patrick Fernandes Sweta Agrawal Pierre Colombo José G. C. de Souza André F.T. Martins LRM 59 132 0 27 Feb 2024
On the Societal Impact of Open Foundation Models Sayash Kapoor Rishi Bommasani Kevin Klyman Shayne Longpre Ashwin Ramaswami ... Victor Storchan Daniel Zhang Daniel E. Ho Percy Liang Arvind Narayanan 31 54 0 27 Feb 2024
Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It) Alessio Miaschi F. Dell’Orletta Giulia Venturi 55 0 0 27 Feb 2024
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web Raghav Kapoor Y. Butala M. Russak Jing Yu Koh Kiran Kamble Waseem Alshikh Ruslan Salakhutdinov LLMAG 56 47 0 27 Feb 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning Qizhi Pei Lijun Wu Kaiyuan Gao Xiaozhuan Liang Yin Fang Jinhua Zhu Shufang Xie Tao Qin Rui Yan AI4CE 53 33 0 27 Feb 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder Jiaqi Wang Zhenxi Song Zhengyu Ma Xipeng Qiu Min Zhang Zhiguo Zhang 49 5 0 27 Feb 2024
FairBelief -- Assessing Harmful Beliefs in Language Models Mattia Setzu Marta Marchiori Manerba Pasquale Minervini Debora Nozza 29 0 0 27 Feb 2024
Unsupervised multiple choices question answering via universal corpus Qin Zhang Hao Ge Xiaojun Chen Menglu Fang OffRL 32 2 0 27 Feb 2024
Probing Multimodal Large Language Models for Global and Local Semantic Representations Mingxu Tao Quzhe Huang Kun Xu Liwei Chen Yansong Feng Dongyan Zhao 37 5 0 27 Feb 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection Pei Wang Keqing He Yejie Wang Xiaoshuai Song Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu 39 6 0 27 Feb 2024
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models Xiaolong Wang Yile Wang Yuan Zhang Ziyue Wang Peng Li Maosong Sun Yang Liu LRM 40 0 0 27 Feb 2024
VCD: Knowledge Base Guided Visual Commonsense Discovery in Images Xiangqing Shen Yurun Song Siwei Wu Rui Xia 39 6 0 27 Feb 2024