Title
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions Federico Bianchi Mirac Suzgun Giuseppe Attanasio Paul Röttger Dan Jurafsky Tatsunori Hashimoto James Zou ALM LM&MA LRM 34 183 0 14 Sep 2023
ExpertQA: Expert-Curated Questions and Attributed Answers Chaitanya Malaviya Subin Lee Sihao Chen Elizabeth Sieber Mark Yatskar Dan Roth ELM HILM 36 52 0 14 Sep 2023
Tree of Uncertain Thoughts Reasoning for Large Language Models Shentong Mo Miao Xin LRM AI4CE 14 12 0 14 Sep 2023
Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-Coded Credentials Yizhan Huang Yichen Li Weibin Wu Jianping Zhang Michael R. Lyu 31 14 0 14 Sep 2023
SwitchGPT: Adapting Large Language Models for Non-Text Outputs Xinyu Wang Bohan Zhuang Qi Wu MLLM 47 3 0 14 Sep 2023
Zero-shot Audio Topic Reranking using Large Language Models Mengjie Qian Rao Ma Adian Liusie Erfan Loweimi Kate Knill Mark Gales 37 1 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 63 0 14 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 37 29 0 14 Sep 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 45 279 0 14 Sep 2023
A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time Yeqi Gao Zhao Song Weixin Wang Junze Yin 26 26 0 14 Sep 2023
PromptASR for contextualized ASR with controllable style Xiaoyu Yang Wei Kang Zengwei Yao Yifan Yang Liyong Guo Fangjun Kuang Long Lin Daniel Povey 36 9 0 14 Sep 2023
Pretraining on the Test Set Is All You Need Rylan Schaeffer 18 28 0 13 Sep 2023
Mitigate Replication and Copying in Diffusion Models with Generalized Caption and Dual Fusion Enhancement Chenghao Li Dake Chen Yuke Zhang P. Beerel DiffM 35 7 0 13 Sep 2023
In-Contextual Gender Bias Suppression for Large Language Models Daisuke Oba Masahiro Kaneko Danushka Bollegala 31 8 0 13 Sep 2023
EarthPT: a time series foundation model for Earth Observation Michael J. Smith Luke Fleming James E. Geach AI4TS 22 7 0 13 Sep 2023
RAIN: Your Language Models Can Align Themselves without Finetuning Yuhui Li Fangyun Wei Jinjing Zhao Chao Zhang Hongyang R. Zhang SILM 44 108 0 13 Sep 2023
Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics Haoqin Tu Bingchen Zhao Chen Wei Cihang Xie MLLM 39 14 0 13 Sep 2023
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding Rico Sennrich Jannis Vamvas Alireza Mohammadshahi HILM 37 39 0 13 Sep 2023
SafetyBench: Evaluating the Safety of Large Language Models Zhexin Zhang Leqi Lei Lindong Wu Rui Sun Yongkang Huang Chong Long Xiao Liu Xuanyu Lei Jie Tang Minlie Huang LRM LM&MA ELM 45 92 0 13 Sep 2023
Simultaneous Machine Translation with Large Language Models Minghan Wang Jinming Zhao Thuy-Trang Vu Fatemeh Shiri Ehsan Shareghi Gholamreza Haffari 42 2 0 13 Sep 2023
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL Hao Sun Alihan Huyuk M. Schaar OffRL LRM 23 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 61 215 0 13 Sep 2023
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity Joseph Gatto Omar Sharif Parker Seegmiller Philip Bohlman S. Preum 22 8 0 12 Sep 2023
Recovering from Privacy-Preserving Masking with Large Language Models A. Vats Zhe Liu Peng Su Debjyoti Paul Yingyi Ma Yutong Pang Zeeshan Ahmed Ozlem Kalinli 31 9 0 12 Sep 2023
The first step is the hardest: Pitfalls of Representing and Tokenizing Temporal Data for Large Language Models Dimitris Spathis F. Kawsar AI4TS 36 18 0 12 Sep 2023
AstroLLaMA: Towards Specialized Foundation Models in Astronomy Tuan Dung Nguyen Yuan-Sen Ting I. Ciucă Charlie OÑeill Ze-Chang Sun ... Alberto Accomazzi J. P. Naiman Jesse Cranney Kevin Schawinski UniverseTBD 16 20 0 12 Sep 2023
The Moral Machine Experiment on Large Language Models Kazuhiro Takemoto 27 19 0 12 Sep 2023
Comparing Llama-2 and GPT-3 LLMs for HPC kernels generation Pedro Valero-Lara Alexis Huante Mustafa Al Lail William F. Godoy K. Teranishi Prasanna Balaprakash Jeffrey S. Vetter ELM 28 19 0 12 Sep 2023
Large Language Models for Compiler Optimization Chris Cummins Volker Seeker Dejan Grubisic Mostafa Elhoushi Youwei Liang ... Jonas Gehring Fabian Gloeckle Kim M. Hazelwood Gabriel Synnaeve Hugh Leather 26 48 0 11 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 85 369 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 51 38 0 11 Sep 2023
An Empirical Study of NetOps Capability of Pre-Trained Large Language Models Yukai Miao Yu Bai Li Chen Dan Li Haifeng Sun ... Dapeng Sun Xiuting Xu Qi Zhang Chao Xiang Xinchi Li ELM 19 10 0 11 Sep 2023
Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications Andrew Zhu Liam Dugan Alyssa Hwang Chris Callison-Burch VLM 17 8 0 11 Sep 2023
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs Wenhua Cheng Weiwei Zhang Haihao Shen Yiyang Cai Xin He Kaokao Lv Yi. Liu MQ 36 22 0 11 Sep 2023
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models Joseph Marvin Imperial Harish Tayyar Madabushi ELM 40 11 0 11 Sep 2023
Evaluating the Deductive Competence of Large Language Models S. M. Seals V. Shalin ELM ReLM LRM 24 8 0 11 Sep 2023
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping Yongrui Chen Haiyun Jiang Xinting Huang Shuming Shi Guilin Qi SyDa 10 11 0 11 Sep 2023
Understanding the Impact of Post-Training Quantization on Large Language Models Somnath Roy MQ 38 3 0 11 Sep 2023
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning Zhengxiang Shi Aldo Lipani VLM 31 31 0 11 Sep 2023
Retrieval-Augmented Meta Learning for Low-Resource Text Classification Rongsheng Li Yongqian Li Hai-Tao Zheng Chaiyut Luoyiching Hai-Tao Zheng Nannan Zhou Hanjing Su RALM 22 2 0 10 Sep 2023
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning Bin Wang Zhengyuan Liu Xin Huang Fangkai Jiao Yang Ding Ai Ti Aw Nancy F. Chen LRM 32 63 0 09 Sep 2023
Analysis of Disinformation and Fake News Detection Using Fine-Tuned Large Language Model B. Pavlyshenko 29 13 0 09 Sep 2023
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting Griffin Adams Alexander R. Fabbri Faisal Ladhak Eric Lehman Noémie Elhadad 32 53 0 08 Sep 2023
Evaluation and Enhancement of Semantic Grounding in Large Vision-Language Models Jiaying Lu Jinmeng Rao Kezhen Chen Xiaoyuan Guo Yawen Zhang Baochen Sun Carl Yang Jie Yang 29 11 0 07 Sep 2023
Evaluation of large language models for discovery of gene set function Mengzhou Hu Sahar Alkhairy Ingoo Lee Rudolf T. Pillich Dylan Fong Kevin Smith Robin Bachelder T. Ideker Dexter Pratt LM&MA 23 33 0 07 Sep 2023
Large Language Models Are Not Robust Multiple Choice Selectors Chujie Zheng Hao Zhou Fandong Meng Jie Zhou Minlie Huang 25 217 0 07 Sep 2023
OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs Patrick Haller Ansar Aynetdinov Alan Akbik 33 24 0 07 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 60 21 0 07 Sep 2023
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media Hongzhi Qi Qing Zhao Jianqiang Li Changwei Song Wei-dong Zhai ... Y. Yu Fan Wang Huijing Zou Bing Xiang Yang Guanghui Fu AI4MH 29 12 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