Title
BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing Chen Wang Minpeng Liao Zhongqiang Huang Jinliang Lu Junhong Wu Yuchen Liu Chengqing Zong Jiajun Zhang AuLLM 33 38 0 02 Sep 2023
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs Md. Adnan Arefeen Biplob K. Debnath S. Chakradhar 43 52 0 02 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 Shuaiwen Leon Song EGVM 33 20 0 02 Sep 2023
PathLDM: Text conditioned Latent Diffusion Model for Histopathology Srikar Yellapragada Alexandros Graikos Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Dimitris Samaras AI4CE 35 35 0 01 Sep 2023
Contextual Biasing of Named-Entities with Large Language Models Chuanneng Sun Zeeshan Ahmed Yingyi Ma Zhe Liu Lucas Kabela Yutong Pang Ozlem Kalinli KELM 28 7 0 01 Sep 2023
No Train Still Gain. Unleash Mathematical Reasoning of Large Language Models with Monte Carlo Tree Search Guided by Energy Function Haotian Xu LRM 38 12 0 01 Sep 2023
Image Hijacks: Adversarial Images can Control Generative Models at Runtime Luke Bailey Euan Ong Stuart J. Russell Scott Emmons VLM MLLM 32 79 0 01 Sep 2023
Will Sentiment Analysis Need Subculture? A New Data Augmentation Approach Zhenhua Wang Simin He Guang Xu Ming Ren 21 7 0 01 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 29 65 0 31 Aug 2023
The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages Benjamin Muller Belen Alastruey Prangthip Hansanti Elahe Kalbassi C. Ropers Eric Michael Smith Adina Williams Luke Zettlemoyer Pierre Yves Andrews Marta R. Costa-jussá 27 4 0 31 Aug 2023
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations Xu Huang Jianxun Lian Yuxuan Lei Jing Yao Defu Lian Xing Xie LLMAG 26 88 0 31 Aug 2023
$$\rm SP^3$: Enhancing Structured Pruning via PCA Projection$ $\rm SP^3$ : Enhancing Structured Pruning via PCA Projection Yuxuan Hu Jing Zhang Zhe Zhao Chengliang Zhao Xiaodong Chen Cuiping Li Hong Chen 35 1 0 31 Aug 2023
Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations Kilichbek Haydarov Xiaoqian Shen Avinash Madasu Mahmoud Salem Jia Li Gamaleldin F. Elsayed Mohamed Elhoseiny 39 4 0 30 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 29 41 0 30 Aug 2023
LLaSM: Large Language and Speech Model Yu Shu Siwei Dong Guangyao Chen Wen-Fen Huang Ruihua Zhang Daochen Shi Qiqi Xiang Yemin Shi AuLLM 25 46 0 30 Aug 2023
Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models Hritik Bansal John Dang Aditya Grover ALM 35 20 0 30 Aug 2023
Rethinking Machine Ethics -- Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? Jingyan Zhou Minda Hu Junan Li Xiaoying Zhang Xixin Wu Irwin King Helen M. Meng LRM 42 24 0 29 Aug 2023
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation Dawei Gao Haibin Wang Yaliang Li Xiuyu Sun Yichen Qian Bolin Ding Jingren Zhou AI4TS 62 249 0 29 Aug 2023
Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models Qingyue Wang Y. Fu Yanan Cao Zhiliang Tian Shi Wang Dacheng Tao LLMAG KELM RALM 70 24 0 29 Aug 2023
CoVR: Learning Composed Video Retrieval from Web Video Captions Lucas Ventura Antoine Yang Cordelia Schmid Gül Varol 22 26 0 28 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 27 23 0 28 Aug 2023
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding Yushi Bai Xin Lv Jiajie Zhang Hong Lyu Jiankai Tang ... Aohan Zeng Lei Hou Yuxiao Dong Jie Tang Juanzi Li LLMAG RALM 31 507 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
ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models Baolin Zhang Hai-Yong Xie Pengfan Du Junhao Chen Pengfei Cao Yubo Chen Shengping Liu Kang Liu Jun Zhao ELM ALM 24 1 0 28 Aug 2023
RecMind: Large Language Model Powered Agent For Recommendation Yancheng Wang Ziyan Jiang Zheng Chen Fan Yang Yingxue Zhou Eunah Cho Xing Fan Xiaojiang Huang Yanbin Lu Yingzhen Yang LLMAG LM&Ro LRM 39 86 0 28 Aug 2023
Spoken Language Intelligence of Large Language Models for Language Learning Linkai Peng Baorian Nuchged Yingming Gao ELM 64 4 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 38 4 0 27 Aug 2023
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records Scott L. Fleming Alejandro Lozano W. Haberkorn Jenelle A. Jindal E. Reis ... Jonathan H. Chen Keith Morse Emma Brunskill Jason Alan Fries N. Shah LM&MA 30 54 0 27 Aug 2023
Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions Reem I. Masoud Ziquan Liu Martin Ferianc Philip C. Treleaven Miguel R. D. Rodrigues 27 50 0 25 Aug 2023
Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs Yuxia Wang Haonan Li Xudong Han Preslav Nakov Timothy Baldwin 52 103 0 25 Aug 2023
Text Style Transfer Evaluation Using Large Language Models Phil Ostheimer Mayank Nagda Marius Kloft Sophie Fellenz 17 9 0 25 Aug 2023
Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering Keheng Wang Feiyu Duan Sirui Wang Peiguang Li Yunsen Xian Chuantao Yin Wenge Rong Zhang Xiong LRM KELM 35 73 0 25 Aug 2023
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language Models Anmol Nayak Hariprasad Timmapathini 19 4 0 25 Aug 2023
Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons Yuheng Chen Pengfei Cao Yubo Chen Kang Liu Jun Zhao KELM 30 42 0 25 Aug 2023
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models Wenqi Shao Yonghong Tian Zhaoyang Zhang Peng Xu Lirui Zhao Zhiqiang Li Kaipeng Zhang Peng Gao Yu Qiao Ping Luo MQ 30 178 0 25 Aug 2023
MLLM-DataEngine: An Iterative Refinement Approach for MLLM Zhiyuan Zhao Linke Ouyang Bin Wang Siyuan Huang Pan Zhang Xiao-wen Dong Jiaqi Wang Conghui He MLLM 34 5 0 25 Aug 2023
Bayesian Low-rank Adaptation for Large Language Models Adam X. Yang Maxime Robeyns Xi Wang Laurence Aitchison AI4CE BDL 18 47 0 24 Aug 2023
Project Aria: A New Tool for Egocentric Multi-Modal AI Research Jakob Engel Kiran Somasundaram Michael Goesele Albert Sun Alexander Gamino ... Zijian Wang Mingfei Yan Carl Ren R. D. Nardi Richard Newcombe EgoV 63 83 0 24 Aug 2023
ZeroLeak: Using LLMs for Scalable and Cost Effective Side-Channel Patching M. Tol B. Sunar 37 5 0 24 Aug 2023
Financial News Analytics Using Fine-Tuned Llama 2 GPT Model B. Pavlyshenko 28 19 0 24 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 1,911 0 24 Aug 2023
Large Language Models Vote: Prompting for Rare Disease Identification David Oniani Jordan Hilsman Hang Dong F. Gao Shiven Verma Yanshan Wang 32 12 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 78 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 48 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 37 0 0 24 Aug 2023
How to Protect Copyright Data in Optimization of Large Language Models? T. Chu Zhao Song Chiwun Yang 40 29 0 23 Aug 2023
RemovalNet: DNN Fingerprint Removal Attacks Hongwei Yao Zhengguang Li Kunzhe Huang Jian Lou Zhan Qin Kui Ren MLAU AAML 29 3 0 23 Aug 2023
InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4 Lai Wei Zihao Jiang Weiran Huang Lichao Sun VLM MLLM 24 56 0 23 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 Dinesh Manocha Jing Xiao 48 178 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 27 42 0 23 Aug 2023