Title
SDXL-Lightning: Progressive Adversarial Diffusion Distillation Shanchuan Lin Anran Wang Xiao Yang 154 134 0 21 Feb 2024
Kuaiji: the First Chinese Accounting Large Language Model Jiayuan Luo Songhua Yang Xiaoling Qiu Panyu Chen Yufei Nai Wenxuan Zeng Wentao Zhang Xinke Jiang RALM ALM 46 1 0 21 Feb 2024
Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent Xiaoyan Yu Tongxu Luo Yifan Wei Fangyu Lei Yiming Huang Peng Hao Liehuang Zhu LLMAG 103 28 0 21 Feb 2024
MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning Wanqing Cui Keping Bi Jiafeng Guo Xueqi Cheng SyDa ReLM RALM LRM 102 9 0 21 Feb 2024
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems Ivan Sekulić Silvia Terragni Victor Guimaraes Nghia Khau Bruna Guedes Modestas Filipavicius A. Manso Roland Mathis 53 7 0 20 Feb 2024
BiMediX: Bilingual Medical Mixture of Experts LLM Sara Pieri Sahal Shaji Mullappilly Fahad Shahbaz Khan Rao Muhammad Anwer Salman Khan Timothy Baldwin Hisham Cholakkal LM&MA 70 15 0 20 Feb 2024
RoCode: A Dataset for Measuring Code Intelligence from Problem Definitions in Romanian Adrian Cosma Ioan-Bogdan Iordache Paolo Rosso OffRL 45 3 0 20 Feb 2024
Bayesian Reward Models for LLM Alignment Adam X. Yang Maxime Robeyns Thomas Coste Zhengyan Shi Jun Wang Haitham Bou-Ammar Laurence Aitchison 73 19 0 20 Feb 2024
The Hidden Space of Transformer Language Adapters Jesujoba Oluwadara Alabi Marius Mosbach Matan Eyal Dietrich Klakow Mor Geva 112 10 1 20 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 175 135 0 20 Feb 2024
SiLLM: Large Language Models for Simultaneous Machine Translation Shoutao Guo Shaolei Zhang Zhengrui Ma Min Zhang Yang Feng LRM 103 10 0 20 Feb 2024
Understanding the effects of language-specific class imbalance in multilingual fine-tuning Vincent Jung Lonneke van der Plas 100 9 0 20 Feb 2024
Can GNN be Good Adapter for LLMs? Xuanwen Huang Kaiqiao Han Yang Yang Dezheng Bao Quanjin Tao Ziwei Chai Qi Zhu AI4CE 93 45 0 20 Feb 2024
Large Language Model-based Human-Agent Collaboration for Complex Task Solving Xueyang Feng Zhiyuan Chen Yujia Qin Yankai Lin Xu Chen Zhiyuan Liu Ji-Rong Wen LLMAG 103 24 0 20 Feb 2024
OPDAI at SemEval-2024 Task 6: Small LLMs can Accelerate Hallucination Detection with Weakly Supervised Data Chengcheng Wei Ze Chen Songtan Fang Jiarong He Max Gao 53 3 0 20 Feb 2024
MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models Tongxu Luo Jiahe Lei Fangyu Lei Weihao Liu Shizhu He Jun Zhao Kang Liu MoE ALM 84 29 0 20 Feb 2024
SDXL Finetuned with LoRA for Coloring Therapy: Generating Graphic Templates Inspired by United Arab Emirates Culture Abdulla Alfalasi Esrat Khan Mohamed Alhashmi Raed Aldweik Davor Svetinovic 27 0 0 20 Feb 2024
Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations Guan-Ting Lin Cheng-Han Chiang Hung-yi Lee 113 29 0 20 Feb 2024
Model Composition for Multimodal Large Language Models Chi Chen Yiyang Du Zheng Fang Ziyue Wang Ziyue Wang ... Ming Yan Ji Zhang Fei Huang Maosong Sun Yang Liu MoMe 80 3 0 20 Feb 2024
CST: Calibration Side-Tuning for Parameter and Memory Efficient Transfer Learning Feng Chen 51 0 0 20 Feb 2024
Are LLMs Rational Investors? A Study on Detecting and Reducing the Financial Bias in LLMs Yuhang Zhou Yuchen Ni Yu Gan Zhangyue Yin Xiang Liu Jian Zhang Sen Liu Xipeng Qiu Guangnan Ye Hongfeng Chai AIFin 76 4 0 20 Feb 2024
HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts Hao Zhao Zihan Qiu Huijia Wu Zili Wang Zhaofeng He Jie Fu MoE 127 13 0 20 Feb 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 110 2 0 20 Feb 2024
Reflect-RL: Two-Player Online RL Fine-Tuning for LMs Runlong Zhou Simon S. Du Beibin Li OffRL 89 4 0 20 Feb 2024
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion Yanzhen Shen Yu Zhang Yunyi Zhang Jiawei Han 128 10 0 20 Feb 2024
Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance Branislav Pecher Ivan Srba Maria Bielikova ALM 100 8 0 20 Feb 2024
GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence Kundan Krishna S. Ramprasad Prakhar Gupta Byron C. Wallace Zachary Chase Lipton Jeffrey P. Bigham HILM KELM SyDa 128 9 0 19 Feb 2024
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization James Oldfield Markos Georgopoulos Grigorios G. Chrysos Christos Tzelepis Yannis Panagakis M. Nicolaou Jiankang Deng Ioannis Patras MoE 128 10 0 19 Feb 2024
The Revolution of Multimodal Large Language Models: A Survey Davide Caffagni Federico Cocchi Luca Barsellotti Nicholas Moratelli Sara Sarto Lorenzo Baraldi Lorenzo Baraldi Marcella Cornia Rita Cucchiara LRM VLM 139 64 0 19 Feb 2024
LoRA+: Efficient Low Rank Adaptation of Large Models Soufiane Hayou Nikhil Ghosh Bin Yu AI4CE 123 188 0 19 Feb 2024
Secure Federated Learning Across Heterogeneous Cloud and High-Performance Computing Resources -- A Case Study on Federated Fine-tuning of LLaMA 2 Zilinghan Li Shilan He Pranshu Chaturvedi Volodymyr V. Kindratenko Eliu A. Huerta Kibaek Kim Ravi K. Madduri FedML 78 3 0 19 Feb 2024
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships Myung Gyo Oh Hong Eun Ahn L. Park T.-H. Kwon MIALM AAML 87 0 0 19 Feb 2024
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning Shuai Zhao Leilei Gan Anh Tuan Luu Jie Fu Lingjuan Lyu Meihuizi Jia Jinming Wen AAML 94 25 0 19 Feb 2024
Training Table Question Answering via SQL Query Decomposition Raphael Mouravieff Benjamin Piwowarski Sylvain Lamprier ReLM LMTD 78 1 0 19 Feb 2024
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space Zongru Wu Zhuosheng Zhang Pengzhou Cheng Gongshen Liu AAML 134 6 0 19 Feb 2024
Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text Xiaoman Xu Xiangrun Li Taihang Wang Jianxiang Tian Ye Jiang DeLMO 54 3 0 19 Feb 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning Zhihao Wen Jie Zhang Yuan Fang MoE 82 3 0 19 Feb 2024
Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models Jiahao Ying Yixin Cao Yushi Bai Qianru Sun Bo Wang Wei Tang Zhaojun Ding Yizhe Yang Xuanjing Huang Shuicheng Yan KELM 59 10 0 19 Feb 2024
InMD-X: Large Language Models for Internal Medicine Doctors Hansle Gwon Imjin Ahn Hyoje Jung Byeolhee Kim Young-Hak Kim Tae Joon Jun LM&MA 85 1 0 19 Feb 2024
NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization Imjin Ahn Hansle Gwon Young-Hak Kim Tae Joon Jun Sanghyun Park 72 3 0 19 Feb 2024
ComFusion: Personalized Subject Generation in Multiple Specific Scenes From Single Image Yan Hong Jianfu Zhang DiffM 104 3 0 19 Feb 2024
Head-wise Shareable Attention for Large Language Models Zouying Cao Yifei Yang Hai Zhao 76 4 0 19 Feb 2024
Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning Jihai Zhang Xiang Lan Xiaoye Qu Yu Cheng Mengling Feng Bryan Hooi SSL 104 5 0 19 Feb 2024
Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation Nineli Lashkarashvili Wen Wu Guangzhi Sun P. Woodland 73 8 0 19 Feb 2024
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic Rishabh Bhardwaj Do Duc Anh Soujanya Poria MoMe 114 48 0 19 Feb 2024
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles Oleksandr Balabanov Hampus Linander UQCV 119 20 0 19 Feb 2024
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning Renqiu Xia Bo Zhang Hancheng Ye Xiangchao Yan Qi Liu ... Min Dou Botian Shi Junchi Yan Junchi Yan Yu Qiao LRM 187 68 0 19 Feb 2024
Extensible Embedding: A Flexible Multipler For LLM's Context Length Ninglu Shao Shitao Xiao Zheng Liu Peitian Zhang 54 1 0 18 Feb 2024
Efficient Multimodal Learning from Data-centric Perspective Muyang He Yexin Liu Boya Wu Jianhao Yuan Yueze Wang Tiejun Huang Bo Zhao MLLM 93 88 0 18 Feb 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM Zijin Hong Zheng Yuan Hao Chen Qinggang Zhang Feiran Huang Xiao Huang 124 32 0 18 Feb 2024