Title
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh V. Chawla Panpan Xu AI4CE 37 44 0 27 Sep 2023
When Prolog meets generative models: a new approach for managing knowledge and planning in robotic applications Enrico Saccon Ahmet Tikna Davide De Martini Edoardo Lamon Marco Roveri Luigi Palopoli LM&Ro 30 2 0 26 Sep 2023
Aligning Large Multimodal Models with Factually Augmented RLHF Zhiqing Sun Sheng Shen Shengcao Cao Haotian Liu Chunyuan Li ... Liangyan Gui Yu-xiong Wang Yiming Yang Kurt Keutzer Trevor Darrell VLM 41 311 0 25 Sep 2023
When Automated Assessment Meets Automated Content Generation: Examining Text Quality in the Era of GPTs Marialena Bevilacqua Kezia Oketch Ruiyang Qin Will Stamey Xinyuan Zhang Yi Gan Kai Yang A. Abbasi DeLMO 33 10 0 25 Sep 2023
LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models Ahmad Faiz S. Kaneda Ruhan Wang Rita Osi Parteek Sharma Fan Chen Lei Jiang 31 56 0 25 Sep 2023
Connecting Speech Encoder and Large Language Model for ASR Wenyi Yu Changli Tang Guangzhi Sun Xianzhao Chen T. Tan Wei Li Lu Lu Zejun Ma Chao Zhang AuLLM 15 64 0 25 Sep 2023
EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria Tae Soo Kim Yoonjoo Lee Jamin Shin Young-Ho Kim Juho Kim 34 69 0 24 Sep 2023
Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial Haoyi Xiong Jiang Bian Sijia Yang Xiaofei Zhang Linghe Kong Daqing Zhang LRM LLMAG 35 5 0 24 Sep 2023
BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP M. Kabir Mohammed Saidul Islam Md Tahmid Rahman Laskar Mir Tafseer Nayeem M Saiful Bari Enamul Hoque LM&MA 24 15 0 22 Sep 2023
Massive End-to-end Models for Short Search Queries Weiran Wang Rohit Prabhavalkar Dongseong Hwang Qiujia Li K. Sim ... Zhong Meng CJ Zheng Yanzhang He Tara N. Sainath P. M. Mengibar 32 2 0 22 Sep 2023
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset Lianmin Zheng Wei-Lin Chiang Ying Sheng Tianle Li Siyuan Zhuang ... Zi Lin Eric P. Xing Joseph E. Gonzalez Ion Stoica Haotong Zhang 27 178 0 21 Sep 2023
InstructERC: Reforming Emotion Recognition in Conversation with a Retrieval Multi-task LLMs Framework Shanglin Lei Guanting Dong Xiaoping Wang Keheng Wang Sirui Wang 60 43 0 21 Sep 2023
How Robust is Google's Bard to Adversarial Image Attacks? Yinpeng Dong Huanran Chen Jiawei Chen Zhengwei Fang X. Yang Yichi Zhang Yu Tian Hang Su Jun Zhu AAML 36 102 0 21 Sep 2023
MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods M. Finkelstein Subhajit Naskar Mehdi Mirzazadeh Apurva Shah Markus Freitag 45 26 0 19 Sep 2023
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement Yang Gao Ji Ma I. Korotkov Keith B. Hall Dana Alon Donald Metzler 13 0 0 19 Sep 2023
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts Jiahao Yu Xingwei Lin Zheng Yu Xinyu Xing SILM 117 301 0 19 Sep 2023
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Zenan Zhou Zhiying Wu ELM LRM 66 703 0 19 Sep 2023
HTEC: Human Transcription Error Correction Hanbo Sun Jian Gao Xiaomin Wu Anjie Fang Cheng Cao Zheng Du 19 1 0 18 Sep 2023
Survey of Consciousness Theory from Computational Perspective Zihan Ding Xiaoxi Wei Yidan Xu AI4CE 29 1 0 18 Sep 2023
Investigating Answerability of LLMs for Long-Form Question Answering Meghana Moorthy Bhat Rui Meng Ye Liu Yingbo Zhou Semih Yavuz 19 10 0 15 Sep 2023
Ambiguity-Aware In-Context Learning with Large Language Models Lingyu Gao Aditi Chaudhary Krishna Srinivasan Kazuma Hashimoto K. Raman Michael Bendersky 21 7 0 14 Sep 2023
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation? Rishav Hada Varun Gumma Adrian de Wynter Harshita Diddee Mohamed Ahmed Monojit Choudhury Kalika Bali Sunayana Sitaram ALM LM&MA ELM 35 61 0 14 Sep 2023
Traveling Words: A Geometric Interpretation of Transformers Raul Molina 27 4 0 13 Sep 2023
Pretraining on the Test Set Is All You Need Rylan Schaeffer 15 28 0 13 Sep 2023
Statistical Rejection Sampling Improves Preference Optimization Tianqi Liu Yao-Min Zhao Rishabh Joshi Misha Khalman Mohammad Saleh Peter J. Liu Jialu Liu 49 211 0 13 Sep 2023
The Moral Machine Experiment on Large Language Models Kazuhiro Takemoto 19 19 0 12 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 62 361 0 11 Sep 2023
Privacy Side Channels in Machine Learning Systems Edoardo Debenedetti Giorgio Severi Nicholas Carlini Christopher A. Choquette-Choo Matthew Jagielski Milad Nasr Eric Wallace Florian Tramèr MIALM 45 38 0 11 Sep 2023
Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis Li Du Yequan Wang Xingrun Xing Yiqun Ya Xiang Li Xin Jiang Xuezhi Fang HILM 30 13 0 11 Sep 2023
Neurons in Large Language Models: Dead, N-gram, Positional Elena Voita Javier Ferrando Christoforos Nalmpantis MILM 32 45 0 09 Sep 2023
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education M. Abedi Ibrahem Alshybani M. Shahadat M. Murillo 46 13 0 09 Sep 2023
FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning Xinyi Wang John Wieting J. Clark CLL ALM 26 1 0 09 Sep 2023
Down the Toxicity Rabbit Hole: A Novel Framework to Bias Audit Large Language Models Arka Dutta Adel Khorramrouz Sujan Dutta Ashiqur R. KhudaBukhsh 22 0 0 08 Sep 2023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks Zigang Geng Binxin Yang Tiankai Hang Chen Li Shuyang Gu ... Jianmin Bao Zheng-Wei Zhang Han Hu Dongdong Chen Baining Guo DiffM VLM 51 93 0 07 Sep 2023
Enhancing Pipeline-Based Conversational Agents with Large Language Models Mina Foosherian Hendrik Purwins Purna Rathnayake Touhidul Alam Rui Teimao K. Thoben LLMAG 32 2 0 07 Sep 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia E. Sciascio ALM 46 27 0 07 Sep 2023
Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences S. Koneru Jian Wu Sarah Rajtmajer 29 9 0 07 Sep 2023
Large Language Models as Optimizers Chengrun Yang Xuezhi Wang Yifeng Lu Hanxiao Liu Quoc V. Le Denny Zhou Xinyun Chen ODL 43 376 0 07 Sep 2023
Framework-Based Qualitative Analysis of Free Responses of Large Language Models: Algorithmic Fidelity A. Amirova T. Fteropoulli Nafiso Ahmed Martin R. Cowie Joel Z Leibo 23 5 0 06 Sep 2023
Making Large Language Models Better Reasoners with Alignment Peiyi Wang Lei Li Liang Chen Feifan Song Binghuai Lin Yunbo Cao Tianyu Liu Zhifang Sui ALM LRM 39 64 0 05 Sep 2023
TouchStone: Evaluating Vision-Language Models by Language Models Shuai Bai Shusheng Yang Jinze Bai Peng Wang Xing Zhang Junyang Lin Xinggang Wang Chang Zhou Jingren Zhou MLLM 37 44 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 25 4 0 31 Aug 2023
Radiology-Llama2: Best-in-Class Large Language Model for Radiology Zheng Liu Yiwei Li Peng Shu Aoxiao Zhong Longtao Yang ... Wei Liu Dinggang Shen Tianming Liu Quanzheng Li Xiang Li LM&MA 38 41 0 29 Aug 2023
When Do Program-of-Thoughts Work for Reasoning? Zhen Bi Ningyu Zhang Yinuo Jiang Shumin Deng Guozhou Zheng Huajun Chen LRM 35 20 0 29 Aug 2023
Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and Stability Tyler A. Chang Z. Tu Benjamin Bergen 32 11 0 29 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 85 0 28 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
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
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Min Zhang Björn W. Schuller LM&MA AuLLM 33 38 0 24 Aug 2023
Devising and Detecting Phishing: Large Language Models vs. Smaller Human Models Fredrik Heiding B. Schneier A. Vishwanath Jeremy Bernstein Peter S. Park 19 28 0 23 Aug 2023