Title
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets Seonghyeon Ye Doyoung Kim Sungdong Kim Hyeonbin Hwang Seungone Kim Yongrae Jo James Thorne Juho Kim Minjoon Seo ALM 46 99 0 20 Jul 2023
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models Xiaoxuan Wang Ziniu Hu Pan Lu Yanqiao Zhu Jieyu Zhang Satyen Subramaniam Arjun R. Loomba Shichang Zhang Yizhou Sun Wei Wang ELM LRM 30 86 0 20 Jul 2023
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models Xiao-Yang Liu Guoxuan Wang Hongyang Yang Daochen Zha AIFin 44 43 0 19 Jul 2023
UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science Yazheng Yang Yuqi Wang Guangyi Liu Ledell Yu Wu Qi Liu LMTD 32 16 0 18 Jul 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 31 32 0 18 Jul 2023
Retentive Network: A Successor to Transformer for Large Language Models Yutao Sun Li Dong Shaohan Huang Shuming Ma Yuqing Xia Jilong Xue Jianyong Wang Furu Wei LRM 78 304 0 17 Jul 2023
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge Gilchan Park Byung-Jun Yoon Xihaier Luo Vanessa López-Marrero Shinjae Yoo Francis J. Alexander 38 10 0 17 Jul 2023
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning Zhenwen Liang Dian Yu Xiaoman Pan Wenlin Yao Qingkai Zeng Xiangliang Zhang Dong Yu ALM LRM 46 13 0 16 Jul 2023
LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models Adian Liusie Potsawee Manakul Mark J. F. Gales ELM 29 35 0 15 Jul 2023
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph Jiashuo Sun Chengjin Xu Lumingyuan Tang Sai Wang Chen Lin Yeyun Gong Lionel M. Ni H. Shum Jian Guo LRM 38 63 0 15 Jul 2023
MGit: A Model Versioning and Management System Wei Hao Daniel Mendoza Rafael Ferreira da Silva Deepak Narayanan Amar Phanishayee VLM 27 1 0 14 Jul 2023
Sensi-BERT: Towards Sensitivity Driven Fine-Tuning for Parameter-Efficient BERT Souvik Kundu S. Nittur Maciej Szankin Sairam Sundaresan MQ 25 2 0 14 Jul 2023
Large Language Models Understand and Can be Enhanced by Emotional Stimuli Cheng-rong Li Jindong Wang Yixuan Zhang Kaijie Zhu Wenxin Hou Jianxun Lian Fang Luo Qiang Yang Xingxu Xie LRM 80 121 0 14 Jul 2023
In-context Autoencoder for Context Compression in a Large Language Model Tao Ge Jing Hu Lei Wang Xun Wang Si-Qing Chen Furu Wei RALM 40 68 0 13 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 70 529 0 12 Jul 2023
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding Seongjun Yang Gibbeum Lee Jaewoong Cho Dimitris Papailiopoulos Kangwook Lee 23 33 0 12 Jul 2023
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration Zhenhailong Wang Shaoguang Mao Wenshan Wu Tao Ge Furu Wei Heng Ji LLMAG LRM 26 133 0 11 Jul 2023
BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset Jiaming Ji Mickel Liu Juntao Dai Xuehai Pan Chi Zhang Ce Bian Chi Zhang Ruiyang Sun Yizhou Wang Yaodong Yang ALM 25 407 0 10 Jul 2023
TIM: Teaching Large Language Models to Translate with Comparison Jiali Zeng Fandong Meng Yongjing Yin Jie Zhou 37 55 0 10 Jul 2023
Text Descriptions are Compressive and Invariant Representations for Visual Learning Zhili Feng Anna Bair J. Zico Kolter VLM 24 6 0 10 Jul 2023
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest Shilong Zhang Pei Sun Shoufa Chen Min Xiao Wenqi Shao Wenwei Zhang Yu Liu Kai-xiang Chen Ping Luo VLM MLLM 85 224 0 07 Jul 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 40 1,424 0 06 Jul 2023
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Yuan He Jiaoyan Chen Hang Dong Ian Horrocks Carlo Allocca Taehun Kim B. Sapkota 24 23 0 06 Jul 2023
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives Moming Duan Qinbin Li Linshan Jiang Bingsheng He FedML 34 4 0 05 Jul 2023
Building Cooperative Embodied Agents Modularly with Large Language Models Hongxin Zhang Weihua Du Jiaming Shan Qinhong Zhou Yilun Du J. Tenenbaum Tianmin Shu Chuang Gan LLMAG LM&Ro 59 157 0 05 Jul 2023
Pareto-Secure Machine Learning (PSML): Fingerprinting and Securing Inference Serving Systems Debopam Sanyal Jui-Tse Hung Manavi Agrawal Prahlad Jasti Shahab Nikkhoo S. Jha Tianhao Wang Sibin Mohan Alexey Tumanov 45 0 0 03 Jul 2023
On the Exploitability of Instruction Tuning Manli Shu Jiong Wang Chen Zhu Jonas Geiping Chaowei Xiao Tom Goldstein SILM 36 92 0 28 Jun 2023
Chatlaw: A Multi-Agent Collaborative Legal Assistant with Knowledge Graph Enhanced Mixture-of-Experts Large Language Model Jiaxi Cui Munan Ning Zongjia Li Bohua Chen Yang Yan Hao Li Bin Ling Yonghong Tian Li-xin Yuan AILaw RALM ELM 27 104 0 28 Jun 2023
MindDial: Belief Dynamics Tracking with Theory-of-Mind Modeling for Situated Neural Dialogue Generation Shuwen Qiu Mingdian Liu Hengli Li Song-Chun Zhu Zilong Zheng 16 0 0 27 Jun 2023
On the Uses of Large Language Models to Interpret Ambiguous Cyberattack Descriptions Reza Fayyazi S. Yang 13 14 0 24 Jun 2023
A Survey on Multimodal Large Language Models Shukang Yin Chaoyou Fu Sirui Zhao Ke Li Xing Sun Tong Xu Enhong Chen MLLM LRM 54 556 0 23 Jun 2023
Visual Adversarial Examples Jailbreak Aligned Large Language Models Xiangyu Qi Kaixuan Huang Ashwinee Panda Peter Henderson Mengdi Wang Prateek Mittal AAML 25 138 0 22 Jun 2023
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs Miao Xiong Zhiyuan Hu Xinyang Lu Yifei Li Jie Fu Junxian He Bryan Hooi 33 375 0 22 Jun 2023
Generative Multimodal Entity Linking Senbao Shi Zhenran Xu Baotian Hu Hao Fei MLLM VLM 21 5 0 22 Jun 2023
Interactive Molecular Discovery with Natural Language Zheni Zeng Bangchen Yin Shipeng Wang Jia-Rou Liu Cheng Yang Haishen Yao Xingzhi Sun Maosong Sun Guotong Xie Zhiyuan Liu AI4CE 32 12 0 21 Jun 2023
Open-Domain Text Evaluation via Contrastive Distribution Methods Sidi Lu Hongyi Liu Asli Celikyilmaz Tianlu Wang Nanyun Peng 25 0 0 20 Jun 2023
A Simple and Effective Pruning Approach for Large Language Models Mingjie Sun Zhuang Liu Anna Bair J. Zico Kolter 62 359 0 20 Jun 2023
Towards Environmentally Equitable AI via Geographical Load Balancing Pengfei Li Jianyi Yang Adam Wierman Shaolei Ren 35 8 0 20 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling Lin F. Yang Hongyang Chen Zhao Li Xiao Ding Xindong Wu KELM 31 87 0 20 Jun 2023
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts Xuan-Phi Nguyen Sharifah Mahani Aljunied Chenyu You Lidong Bing 23 32 0 20 Jun 2023
DropCompute: simple and more robust distributed synchronous training via compute variance reduction Niv Giladi Shahar Gottlieb Moran Shkolnik A. Karnieli Ron Banner Elad Hoffer Kfir Y. Levy Daniel Soudry 35 2 0 18 Jun 2023
CHORUS: Foundation Models for Unified Data Discovery and Exploration Moe Kayali A. Lykov Ilias Fountalis N. Vasiloglou Dan Olteanu Dan Suciu 25 21 0 16 Jun 2023
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering Rabiul Awal Le Zhang Aishwarya Agrawal LRM 46 12 0 16 Jun 2023
Propagating Knowledge Updates to LMs Through Distillation Shankar Padmanabhan Yasumasa Onoe Michael J.Q. Zhang Greg Durrett Eunsol Choi KELM 12 18 0 15 Jun 2023
CMMLU: Measuring massive multitask language understanding in Chinese Haonan Li Yixuan Zhang Fajri Koto Yifei Yang Hai Zhao Yeyun Gong Nan Duan Tim Baldwin ALM ELM 47 239 0 15 Jun 2023
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation Zhiyuan Hu Chumin Liu Yue Feng Anh Tuan Luu Bryan Hooi DiffM 24 3 0 14 Jun 2023
One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning Arnav Chavan Zhuang Liu D. K. Gupta Eric P. Xing Zhiqiang Shen 27 87 0 13 Jun 2023
Questioning the Survey Responses of Large Language Models Ricardo Dominguez-Olmedo Moritz Hardt Celestine Mendler-Dünner 34 31 0 13 Jun 2023
SqueezeLLM: Dense-and-Sparse Quantization Sehoon Kim Coleman Hooper A. Gholami Zhen Dong Xiuyu Li Sheng Shen Michael W. Mahoney Kurt Keutzer MQ 29 167 0 13 Jun 2023
Augmenting Language Models with Long-Term Memory Weizhi Wang Li Dong Hao Cheng Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei KELM RALM 28 83 0 12 Jun 2023