Title
A Survey on LoRA of Large Language Models Yuren Mao Yuhang Ge Yijiang Fan Wenyi Xu Yu Mi Zhonghao Hu Yunjun Gao ALM 63 26 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 35 4 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 44 4 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 33 2 0 08 Jul 2024
On Speeding Up Language Model Evaluation Jin Peng Zhou Christian K. Belardi Ruihan Wu Travis Zhang Carla P. Gomes Wen Sun Kilian Q. Weinberger 58 1 0 08 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey Jaymari Chua Yun Yvonna Li Shiyi Yang Chen Wang Lina Yao LM&MA 47 12 0 06 Jul 2024
Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning Eric Pasewark Kyle Montgomery Kefei Duan Dawn Song Chenguang Wang LRM CLL ReLM 44 1 0 05 Jul 2024
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge Yuanze Lin Yunsheng Li Dongdong Chen Weijian Xu Ronald Clark Philip Torr Lu Yuan LRM VLM 35 8 0 05 Jul 2024
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition Ye Bai Jingping Chen Jitong Chen Wei Chen Zhuo Chen ... Wanyi Zhang Yang Zhang Yawei Zhang Yijie Zheng Ming Zou AuLLM 57 19 0 05 Jul 2024
Defense Against Syntactic Textual Backdoor Attacks with Token Substitution Xinglin Li Xianwen He Yao Li Minhao Cheng 26 1 0 04 Jul 2024
A Survey on Natural Language Counterfactual Generation Yongjie Wang Xiaoqi Qiu Yu Yue Xu Guo Zhiwei Zeng Yuhong Feng Zhiqi Shen 42 6 0 04 Jul 2024
Uncertainty-Guided Optimization on Large Language Model Search Trees Julia Grosse Ruotian Wu Ahmad Rashid Philipp Hennig Pascal Poupart Agustinus Kristiadi 45 1 0 04 Jul 2024
TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models Jiahuan Cao Dezhi Peng Peirong Zhang Yongxin Shi Yang Liu Kai Ding Lianwen Jin 31 0 0 04 Jul 2024
Cognitive Modeling with Scaffolded LLMs: A Case Study of Referential Expression Generation Polina Tsvilodub Michael Franke Fausto Carcassi 42 0 0 04 Jul 2024
MSfusion: A Dynamic Model Splitting Approach for Resource-Constrained Machines to Collaboratively Train Larger Models Jin Xie Songze Li FedML 49 0 0 04 Jul 2024
An Empirical Study on Capability of Large Language Models in Understanding Code Semantics Thu-Trang Nguyen Thanh Trong Vu H. Vo Son Nguyen ELM 47 2 0 04 Jul 2024
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output Pan Zhang Xiaoyi Dong Yuhang Zang Yuhang Cao Rui Qian ... Kai Chen Jifeng Dai Yu Qiao Dahua Lin Jiaqi Wang 47 100 0 03 Jul 2024
Universal Length Generalization with Turing Programs Kaiying Hou David Brandfonbrener Sham Kakade Samy Jelassi Eran Malach 54 8 0 03 Jul 2024
Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data Minato Kondo T. Utsuro Masaaki Nagata CLL 44 4 0 03 Jul 2024
Towards More Realistic Extraction Attacks: An Adversarial Perspective Yash More Prakhar Ganesh G. Farnadi AAML 79 6 0 02 Jul 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent Binxu Li Tiankai Yan Yuanting Pan Zhe Xu Jie Luo Ruiyang Ji Shilong Liu Haoyu Dong Zihao Lin Yixin Wang LM&MA 49 26 0 02 Jul 2024
Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval Jiexin Wang Xitong Luo Liuwen Cao Hongkui He Hailin Huang Jiayuan Xie Adam Jatowt Yi Cai ELM 46 14 0 02 Jul 2024
Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time Sanjoy Chowdhury Sayan Nag Subhrajyoti Dasgupta Jun Chen Mohamed Elhoseiny Ruohan Gao Dinesh Manocha VLM MLLM 49 9 0 01 Jul 2024
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents Shihan Deng Weikai Xu Hongda Sun Wei Liu Tao Tan ... Ang Li Jian Luan Bin Wang Rui Yan Shuo Shang LLMAG 52 8 0 01 Jul 2024
Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models Wei Wang Qing Li 44 0 0 01 Jul 2024
SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models Zheng Lin Xuanjie Hu Yuxin Zhang Zhe Chen Zihan Fang Xianhao Chen Ang Li Praneeth Vepakomma Yue Gao 54 32 0 01 Jul 2024
Eliminating Position Bias of Language Models: A Mechanistic Approach Ziqi Wang Hanlin Zhang Xiner Li Kuan-Hao Huang Chi Han Shuiwang Ji Sham Kakade Hao Peng Heng Ji 72 12 0 01 Jul 2024
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning Nan Xu Fei Wang Sheng Zhang Hoifung Poon Muhao Chen 45 6 0 01 Jul 2024
LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation Mushui Liu Yuhang Ma Yang Zhen Jun Dan Yunlong Yu Zeng Zhao Zhipeng Hu Bai Liu Changjie Fan VLM DiffM 73 14 0 30 Jun 2024
Parm: Efficient Training of Large Sparsely-Activated Models with Dedicated Schedules Xinglin Pan Wenxiang Lin Shaoshuai Shi Xiaowen Chu Weinong Sun Bo Li MoE 57 3 0 30 Jun 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs Sujan Dutta Sayantan Mahinder R. Anantha Bortik Bandyopadhyay ALM 44 4 0 28 Jun 2024
YuLan: An Open-source Large Language Model Yutao Zhu Kun Zhou Kelong Mao Wentong Chen Yiding Sun ... Wenbing Huang Ze-Feng Gao Yueguo Chen Weizheng Lu Ji-Rong Wen ALM ELM 44 1 0 28 Jun 2024
Direct Preference Knowledge Distillation for Large Language Models Yixing Li Yuxian Gu Li Dong Dequan Wang Yu Cheng Furu Wei 50 6 0 28 Jun 2024
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning Shaobo Cui Zhijing Jin Bernhard Schölkopf Boi Faltings CML LRM 49 4 0 27 Jun 2024
Resolving Discrepancies in Compute-Optimal Scaling of Language Models Tomer Porian Mitchell Wortsman J. Jitsev Ludwig Schmidt Y. Carmon 63 21 0 27 Jun 2024
Chat AI: A Seamless Slurm-Native Solution for HPC-Based Services Ali Doosthosseini Jonathan Decker Hendrik Nolte Julian M. Kunkel 55 2 0 27 Jun 2024
Fairness and Bias in Multimodal AI: A Survey Tosin Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 63 9 0 27 Jun 2024
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models Vipul Rathore Aniruddha Deb Ankish Chandresh Parag Singla Mausam LRM 52 0 0 27 Jun 2024
FFN: a Fine-grained Chinese-English Financial Domain Parallel Corpus Yuxin Fu Shijing Si Leyi Mai Xi-ang Li 50 1 0 27 Jun 2024
Lifelong Robot Library Learning: Bootstrapping Composable and Generalizable Skills for Embodied Control with Language Models Georgios Tziafas Hamidreza Kasaei KELM LM&Ro 51 8 0 26 Jun 2024
LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism Diandian Gu Peng Sun Qinghao Hu Ting Huang Xun Chen ... Jiarui Fang Yonggang Wen Tianwei Zhang Xin Jin Xuanzhe Liu LRM 48 7 0 26 Jun 2024
Unveiling and Controlling Anomalous Attention Distribution in Transformers Ruiqing Yan Xingbo Du Haoyu Deng Linghan Zheng Qiuzhuang Sun Jifang Hu Yuhang Shao Penghao Jiang Jinrong Jiang Lian Zhao 41 1 0 26 Jun 2024
Assessing "Implicit" Retrieval Robustness of Large Language Models Xiaoyu Shen Rexhina Blloshmi Dawei Zhu Jiahuan Pei Wei Zhang RALM KELM 55 0 0 26 Jun 2024
JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models Haibo Jin Leyang Hu Xinuo Li Peiyan Zhang Chonghan Chen Jun Zhuang Haohan Wang PILM 43 26 0 26 Jun 2024
Learning Neural Networks with Sparse Activations Pranjal Awasthi Nishanth Dikkala Pritish Kamath Raghu Meka 49 2 0 26 Jun 2024
PaCoST: Paired Confidence Significance Testing for Benchmark Contamination Detection in Large Language Models Huixuan Zhang Yun Lin Xiaojun Wan 53 0 0 26 Jun 2024
Banishing LLM Hallucinations Requires Rethinking Generalization Johnny Li Saksham Consul Eda Zhou James Wong Naila Farooqui ... Zhuxiaona Wei Tian Wu Ben Echols Sharon Zhou Gregory Diamos LRM 34 10 0 25 Jun 2024
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Guilherme Penedo Hynek Kydlícek Loubna Ben Allal Anton Lozhkov Margaret Mitchell Colin Raffel Leandro von Werra Thomas Wolf 56 195 0 25 Jun 2024
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation Yusheng Liao Shuyang Jiang Yanfeng Wang Yu Wang 57 2 0 25 Jun 2024
A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs Vaibhav Singh Amrith Krishna Karthika NJ Ganesh Ramakrishnan 36 4 0 25 Jun 2024