Title
Reverse-Engineering Decoding Strategies Given Blackbox Access to a Language Generation System Daphne Ippolito Nicholas Carlini Katherine Lee Milad Nasr Yun William Yu 28 6 0 09 Sep 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding A. Aw Nancy F. Chen LRM 24 63 0 09 Sep 2023
Embedding structure matters: Comparing methods to adapt multilingual vocabularies to new languages C.M. Downey Terra Blevins Nora Goldfine Shane Steinert-Threlkeld 33 8 0 09 Sep 2023
Efficient Finetuning Large Language Models For Vietnamese Chatbot Vu-Thuan Doan Quoc-Truong Truong Duc-Vu Nguyen Vinh-Tiep Nguyen Thuy-Ngan Nguyen Luu ALM 33 5 0 09 Sep 2023
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Hao Wang Sendong Zhao Zewen Qiang Zijian Li Nuwa Xi ... Haoqiang Guo Yuhan Chen Haoming Xu Bing Qin Ting Liu LM&MA AI4MH 24 17 0 08 Sep 2023
FLM-101B: An Open LLM and How to Train It with $100K Budget$ Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Xuying Meng ... LI DU Bowen Qin Zheng-Wei Zhang Aixin Sun Yequan Wang 55 21 0 07 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 39 6 0 07 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs Chao Feng Xinyu Zhang Zichu Fei KELM 25 45 0 06 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator Z. Yang Ming Ding Qingsong Lv Zhihuan Jiang Zehai He Yuyi Guo Jinfeng Bai Jie Tang RALM LRM 31 52 0 06 Sep 2023
HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models Guijin Son Hanwool Albert Lee Suwan Kim Huiseo Kim Jaecheol Lee Je Won Yeom Jihyu Jung Jung Woo Kim Songseong Kim RALM ELM 26 20 0 06 Sep 2023
nanoT5: A PyTorch Framework for Pre-training and Fine-tuning T5-style Models with Limited Resources Piotr Nawrot AI4CE 17 5 0 05 Sep 2023
Data-Juicer: A One-Stop Data Processing System for Large Language Models Daoyuan Chen Yilun Huang Zhijian Ma Hesen Chen Xuchen Pan ... Zhaoyang Liu Jinyang Gao Yaliang Li Bolin Ding Jingren Zhou SyDa VLM 18 29 0 05 Sep 2023
Open Sesame! Universal Black Box Jailbreaking of Large Language Models Raz Lapid Ron Langberg Moshe Sipper AAML 16 103 0 04 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 43 520 0 03 Sep 2023
MedChatZH: a Better Medical Adviser Learns from Better Instructions Yang Tan Mingchen Li Zijie Huang Huiqun Yu Guisheng Fan LM&MA MedIm AI4MH 11 8 0 03 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao S. Song EGVM 25 18 0 02 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 10 112 0 01 Sep 2023
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants Lucas Bandarkar Davis Liang Benjamin Muller Mikel Artetxe Satya Narayan Shukla Don Husa Naman Goyal Abhinandan Krishnan Luke Zettlemoyer Madian Khabsa 28 128 0 31 Aug 2023
Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models Neha Sengupta Sunil Kumar Sahu Bokang Jia Satheesh Katipomu Haonan Li ... A. Jackson Hector Xuguang Ren Preslav Nakov Timothy Baldwin Eric P. Xing LRM 23 40 0 30 Aug 2023
FPTQ: Fine-grained Post-Training Quantization for Large Language Models Qingyuan Li Yifan Zhang Liang Li Peng Yao Bo-Wen Zhang Xiangxiang Chu Yerui Sun Li-Qiang Du Yuchen Xie MQ 37 12 0 30 Aug 2023
Radiology-Llama2: Best-in-Class Large Language Model for Radiology Zheng Liu Yiwei Li Peng Shu Aoxiao Zhong Longtao Yang ... W. Liu Dinggang Shen Tianming Liu Quanzheng Li Xiang Li LM&MA 30 41 0 29 Aug 2023
Evaluation and Analysis of Hallucination in Large Vision-Language Models Junyan Wang Yi Zhou Guohai Xu Pengcheng Shi Chenlin Zhao ... Mingshi Yan Ji Zhang Jihua Zhu Jitao Sang Haoyu Tang MLLM 21 66 0 29 Aug 2023
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts Thanh Thi Nguyen Campbell Wilson Janis Dalins 19 23 0 28 Aug 2023
Mobile Foundation Model as Firmware Jinliang Yuan Chenchen Yang Dongqi Cai Shihe Wang Xin Yuan ... Di Zhang Hanzi Mei Xianqing Jia Shangguang Wang Mengwei Xu 40 19 0 28 Aug 2023
Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models Kaiyuan Gao Su He Zhenyu He Jiacheng Lin Qizhi Pei Jie Shao Wei Zhang LM&MA SyDa 30 4 0 27 Aug 2023
Translate Meanings, Not Just Words: IdiomKB's Role in Optimizing Idiomatic Translation with Language Models Shuang Li Jiangjie Chen Siyu Yuan Xinyi Wu Hao Yang Shimin Tao Yanghua Xiao 43 15 0 26 Aug 2023
SoTaNa: The Open-Source Software Development Assistant Ensheng Shi Fengji Zhang Yanlin Wang B. Chen Lun Du Hongyu Zhang Shi Han Dongmei Zhang Hongbin Sun 23 12 0 25 Aug 2023
Text Style Transfer Evaluation Using Large Language Models Phil Ostheimer M. Nagda Marius Kloft Sophie Fellenz 17 9 0 25 Aug 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 63 1,898 0 24 Aug 2023
POLCA: Power Oversubscription in LLM Cloud Providers Pratyush Patel Esha Choukse Chaojie Zhang Íñigo Goiri Brijesh Warrier Nithish Mahalingam Ricardo Bianchini 18 14 0 24 Aug 2023
Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining? Fei-Yue Wang Liang Ding Jun Rao Ye Liu Li Shen Changxing Ding 32 15 0 24 Aug 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 39 77 0 24 Aug 2023
CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Vipul Gupta Pranav Narayanan Venkit Hugo Laurenccon Shomir Wilson R. Passonneau 43 12 0 24 Aug 2023
Considerations for health care institutions training large language models on electronic health records Weipeng Zhou Danielle Bitterman Majid Afshar Timothy A. Miller LM&MA 29 0 0 24 Aug 2023
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning Ming Li Yong Zhang Zhitao Li Jiuhai Chen Lichang Chen Ning Cheng Jianzong Wang Tianyi Zhou Jing Xiao 38 169 0 23 Aug 2023
From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models Jing Yao Xiaoyuan Yi Xiting Wang Jindong Wang Xing Xie ALM 19 42 0 23 Aug 2023
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models Mohamed S. Elaraby Mengyin Lu Jacob Dunn Xueying Zhang Yu Wang Shizhu Liu Pingchuan Tian Yuping Wang Yuxuan Wang HILM 28 24 0 22 Aug 2023
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models Alex Nyffenegger Matthias Sturmer Joel Niklaus 34 5 0 22 Aug 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Fei Wu Guoyin Wang LM&MA 24 534 0 21 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 39 322 0 21 Aug 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 57 17 0 21 Aug 2023
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models M. Weyssow Xin Zhou Kisub Kim David Lo H. Sahraoui 30 27 0 21 Aug 2023
LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models Yixuan Weng Zhiqi Wang Huanxuan Liao Shizhu He Shengping Liu Kang Liu Jun Zhao 29 3 0 20 Aug 2023
UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding Hao Feng Zijian Wang Jingqun Tang Jinghui Lu Wen-gang Zhou Houqiang Li Can Huang MLLM VLM 37 46 0 19 Aug 2023
FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models Liwen Zhang Wei Cai Zhaowei Liu Zhi Yang Wei Dai ... Zhiqiang Liu Zhoufan Zhu Anbo Wu Xinnan Guo Yun Chen ELM ALM 25 24 0 19 Aug 2023
Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs Suhang Wu Minlong Peng Yue Chen Jinsong Su Mingming Sun KELM 40 35 0 19 Aug 2023
Balancing Transparency and Risk: The Security and Privacy Risks of Open-Source Machine Learning Models Dominik Hintersdorf Lukas Struppek Kristian Kersting SILM 20 4 0 18 Aug 2023
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries J. Wilkins Justin Salamon Magdalena Fuentes J. P. Bello Oriol Nieto CLIP 14 5 0 17 Aug 2023
Contrasting Linguistic Patterns in Human and LLM-Generated Text Alberto Muñoz-Ortiz Carlos Gómez-Rodríguez David Vilares DeLMO 22 32 0 17 Aug 2023
FashionLOGO: Prompting Multimodal Large Language Models for Fashion Logo Embeddings Yulin Su Min Yang Minghui Qiu Jing Wang Tao Wang VLM 25 0 0 17 Aug 2023