Title
PopALM: Popularity-Aligned Language Models for Social Media Trendy Response Prediction Erxin Yu Jing Li Chunpu Xu 63 6 0 29 Feb 2024
Stop Relying on No-Choice and Do not Repeat the Moves: Optimal, Efficient and Practical Algorithms for Assortment Optimization Aadirupa Saha Pierre Gaillard 67 2 0 29 Feb 2024
Advancing Generative AI for Portuguese with Open Decoder Gervásio PT* Rodrigo Santos Joao Silva Luís Gomes João Rodrigues António Branco 92 10 0 29 Feb 2024
RORA: Robust Free-Text Rationale Evaluation Zhengping Jiang Yining Lu Hanjie Chen Daniel Khashabi Benjamin Van Durme Anqi Liu 90 3 0 28 Feb 2024
FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability Congying Xia Chen Xing Jiangshu Du Xinyi Yang Yihao Feng Ran Xu Wenpeng Yin Caiming Xiong ALM 92 54 0 28 Feb 2024
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards Haoxiang Wang Yong Lin Wei Xiong Rui Yang Shizhe Diao Shuang Qiu Han Zhao Tong Zhang 133 89 0 28 Feb 2024
Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification Garima Chhikara Anurag Sharma Kripabandhu Ghosh Abhijnan Chakraborty 96 14 0 28 Feb 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization Shuo Yang Gjergji Kasneci ALM 59 3 0 28 Feb 2024
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames Keith M. Davis Ruisheng Cao Su Zhu Sheng Jiang Hanchong Zhang Lu Chen Tuukka Ruotsalo 63 2 0 28 Feb 2024
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information Seungjong Sun Eungu Lee Dongyan Nan Xiangying Zhao Wonbyung Lee Bernard J. Jansen Jang Hyun Kim 115 22 0 28 Feb 2024
Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction Tong Liu Yingjie Zhang Zhe Zhao Yinpeng Dong Guozhu Meng Kai Chen AAML 111 60 0 28 Feb 2024
LoRA-SP: Streamlined Partial Parameter Adaptation for Resource-Efficient Fine-Tuning of Large Language Models Yichao Wu Yafei Xiang Shuning Huo Yulu Gong Penghao Liang 64 7 0 28 Feb 2024
SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model Bin Cao Jianhao Yuan Yexin Liu Jian Li Shuyang Sun Jing Liu Bo Zhao DiffM 108 9 0 28 Feb 2024
Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions Kexun Zhang Yee Man Choi Zhenqiao Song Taiqi He Wenjie Wang Lei Li 77 17 0 28 Feb 2024
TroubleLLM: Align to Red Team Expert Zhuoer Xu Jianping Zhang Shiwen Cui Changhua Meng Weiqiang Wang 90 1 0 28 Feb 2024
Do Large Language Models Mirror Cognitive Language Processing? Yuqi Ren Renren Jin Tongxuan Zhang Deyi Xiong 156 6 0 28 Feb 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 123 73 0 28 Feb 2024
Collaborative decoding of critical tokens for boosting factuality of large language models Lifeng Jin Baolin Peng Linfeng Song Haitao Mi Ye Tian Dong Yu HILM 54 9 0 28 Feb 2024
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training Le Zhuo Zewen Chi Minghao Xu Heyan Huang Heqi Zheng Conghui He Xian-Ling Mao Wentao Zhang 184 13 0 28 Feb 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 145 43 0 28 Feb 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 301 22 0 28 Feb 2024
Lemur: Log Parsing with Entropy Sampling and Chain-of-Thought Merging Wei Zhang Jian Yang Anjie Le Hui Yuan Shuangyong Song Xianfu Cheng Tieqiao Zheng Shi Xu 166 17 0 28 Feb 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 185 81 0 27 Feb 2024
Prediction-Powered Ranking of Large Language Models Ivi Chatzi Eleni Straitouri Suhas Thejaswi Manuel Gomez Rodriguez ALM 127 9 0 27 Feb 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Zekun Qi Runpei Dong Shaochen Zhang Haoran Geng Chunrui Han Zheng Ge Li Yi Kaisheng Ma 204 63 0 27 Feb 2024
Massive Activations in Large Language Models Mingjie Sun Xinlei Chen J. Zico Kolter Zhuang Liu 129 81 0 27 Feb 2024
AmbigNLG: Addressing Task Ambiguity in Instruction for NLG Ayana Niwa Hayate Iso 92 5 0 27 Feb 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks Huajian Zhang Yumo Xu Laura Perez-Beltrachini HILM 81 13 0 27 Feb 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space Shaolei Zhang Tian Yu Yang Feng HILM KELM 93 52 0 27 Feb 2024
Ansible Lightspeed: A Code Generation Service for IT Automation Priyam Sahoo Saurabh Pujar Ganesh Nalawade Richard Gebhardt Louis Mandel Luca Buratti 32 0 0 27 Feb 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder Jiaqi Wang Zhenxi Song Zhengyu Ma Xipeng Qiu Min Zhang Zhiguo Zhang 158 8 0 27 Feb 2024
Consistency Matters: Explore LLMs Consistency From a Black-Box Perspective Fufangchen Zhao Guoqiang Jin Jiaheng Huang Rui Zhao Fei Tan 75 1 0 27 Feb 2024
SoFA: Shielded On-the-fly Alignment via Priority Rule Following Xinyu Lu Bowen Yu Yaojie Lu Hongyu Lin Haiyang Yu Le Sun Xianpei Han Yongbin Li 123 14 0 27 Feb 2024
RECOST: External Knowledge Guided Data-efficient Instruction Tuning Qi Zhang Yiming Zhang Haobo Wang Junbo Zhao 83 14 0 27 Feb 2024
Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue Zhenhong Zhou Jiuyang Xiang Haopeng Chen Quan Liu Zherui Li Sen Su 102 25 0 27 Feb 2024
RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences Jie Cheng Gang Xiong Xingyuan Dai Qinghai Miao Yisheng Lv Fei-Yue Wang 114 19 0 27 Feb 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection Pei Wang Keqing He Yejie Wang Xiaoshuai Song Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu 106 9 0 27 Feb 2024
Stochastic Gradient Succeeds for Bandits Jincheng Mei Zixin Zhong Bo Dai Alekh Agarwal Csaba Szepesvári Dale Schuurmans 104 1 0 27 Feb 2024
Measuring Vision-Language STEM Skills of Neural Models Jianhao Shen Ye Yuan Srbuhi Mirzoyan Ming Zhang Chenguang Wang VLM 131 12 0 27 Feb 2024
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method Biao Zhang Zhongtao Liu Colin Cherry Orhan Firat LRM 119 159 0 27 Feb 2024
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models Yixin Liu Kai Zhang Yuan Li Zhiling Yan Chujie Gao ... Yue Huang Hanchi Sun Jianfeng Gao Lifang He Lichao Sun VLM VGen EGVM 197 300 0 27 Feb 2024
Video as the New Language for Real-World Decision Making Sherry Yang Jacob Walker Jack Parker-Holder Yilun Du Jake Bruce Andre Barreto Pieter Abbeel Dale Schuurmans VGen 121 56 0 27 Feb 2024
OSCaR: Object State Captioning and State Change Representation Nguyen Nguyen Jing Bi Ali Vosoughi Yapeng Tian Pooyan Fazli Chenliang Xu 182 11 0 27 Feb 2024
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Tongshuang Wu Jianshu Chen HILM LRM 71 8 0 27 Feb 2024
SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition Shuangrui Ding Zihan Liu Xiao-wen Dong Pan Zhang Rui Qian Junhao Huang Conghui He Jiaqi Wang Jiaqi Wang 128 23 0 27 Feb 2024
Benchmarking LLMs on the Semantic Overlap Summarization Task John Salvador Naman Bansal Mousumi Akter Souvik Sarkar Anupam Das S. Karmaker 78 2 0 26 Feb 2024
A Survey of Large Language Models in Cybersecurity Gabriel de Jesus Coelho da Silva Carlos Becker Westphall 69 6 0 26 Feb 2024
Set the Clock: Temporal Alignment of Pretrained Language Models Bowen Zhao Zander Brumbaugh Yizhong Wang Hanna Hajishirzi Noah A. Smith CLL KELM 98 16 0 26 Feb 2024
Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models Paul Röttger Valentin Hofmann Valentina Pyatkin Musashi Hinck Hannah Rose Kirk Hinrich Schütze Dirk Hovy ELM 91 67 0 26 Feb 2024
A Comprehensive Evaluation of Quantization Strategies for Large Language Models Renren Jin Jiangcun Du Wuwei Huang Wei Liu Jian Luan Bin Wang Deyi Xiong MQ 109 37 0 26 Feb 2024