Title
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model Junjie Li Yang Liu Weiqing Liu Shikai Fang Lewen Wang Chang Xu Jiang Bian VGen 72 4 0 04 Sep 2024
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls Kinjal Basu Ibrahim Abdelaziz Kiran Kate Mayank Agarwal Maxwell Crouse ... Sadhana Kumaravel Saurabh Goyal Xin Wang Luis A. Lastras Pavan Kapanipathi 42 7 0 04 Sep 2024
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models Lipeng Ma Weidong Yang Sihang Jiang Ben Fei Mingjie Zhou Shuhao Li Bo Xu Bo Xu Yanghua Xiao 99 0 0 03 Sep 2024
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning Wei Chen Zhen Huang Liang Xie Binbin Lin Houqiang Li ... Deng Cai Yonggang Zhang Wenxiao Wang Xu Shen Jieping Ye 88 9 0 03 Sep 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 84 3 0 03 Sep 2024
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices Zhi Chen Qiguang Chen Libo Qin Qipeng Guo Haijun Lv Yicheng Zou Wanxiang Che Hang Yan Kai Chen Dahua Lin SyDa 76 4 0 03 Sep 2024
Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation Jasper Dekoninck Maximilian Baader Martin Vechev ALM 130 0 0 01 Sep 2024
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action Yijia Shao Tianshi Li Weiyan Shi Yanchen Liu Diyi Yang PILM 97 21 0 29 Aug 2024
OmniRe: Omni Urban Scene Reconstruction Ziyu Chen Jiawei Yang Jiahui Huang Riccardo de Lutio Janick Martinez Esturo ... Zan Gojcic Sanja Fidler Marco Pavone Li Song Yue Wang 72 34 0 29 Aug 2024
LLMs generate structurally realistic social networks but overestimate political homophily Serina Chang Alicja Chaszczewicz Emma Wang Maya Josifovska Emma Pierson J. Leskovec 75 7 0 29 Aug 2024
An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 96 1 0 28 Aug 2024
Can Unconfident LLM Annotations Be Used for Confident Conclusions? Kristina Gligorić Tijana Zrnic Cinoo Lee Emmanuel J. Candès Dan Jurafsky 98 8 0 27 Aug 2024
NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals Wei-Bang Jiang Yansen Wang Bao-Liang Lu Dongsheng Li 80 11 0 27 Aug 2024
Points2Plans: From Point Clouds to Long-Horizon Plans with Composable Relational Dynamics Yixuan Huang Christopher Agia Jimmy Wu Tucker Hermans Jeannette Bohg 3DPC 88 2 0 27 Aug 2024
DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning Tobias Lingenberg Markus Reuter Gopika Sudhakaran Dominik Gojny Stefan Roth Simone Schaub-Meyer DiffM 76 3 0 26 Aug 2024
Systematic Evaluation of LLM-as-a-Judge in LLM Alignment Tasks: Explainable Metrics and Diverse Prompt Templates Hui Wei Shenghua He Tian Xia Andy H. Wong Jingyang Lin Mei Han Mei Han ALM ELM 103 26 0 23 Aug 2024
ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding Yijia Xiao Edward Sun Yiqiao Jin Qifan Wang Wei Wang 63 13 0 21 Aug 2024
EmbodiedSAM: Online Segment Any 3D Thing in Real Time Xiuwei Xu Huangxing Chen Linqing Zhao Ziwei Wang Jie Zhou Jiwen Lu 80 15 0 21 Aug 2024
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding Jian Chen Vashisth Tiwari Ranajoy Sadhukhan Zhuoming Chen Jinyuan Shi Ian En-Hsu Yen Ian En-Hsu Yen Avner May Tianqi Chen Beidi Chen LRM 78 24 0 20 Aug 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation Xiaoyu Kong Jiancan Wu An Zhang Leheng Sheng Hui Lin Xiang Wang Xiangnan He AI4TS 85 10 0 19 Aug 2024
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation Ching-Wen Yang Zhi-Quan Feng Ying-Jia Lin Che-Wei Chen Kun-da Wu Hao Xu Jui-Feng Yao Hung-Yu Kao LRM VLM 80 0 0 19 Aug 2024
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer Mingda Li Abhijit Mishra Utkarsh Mujumdar 73 0 0 19 Aug 2024
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts Qingkai Zeng Yuyang Bai Zhaoxuan Tan Zhenyu Wu Shangbin Feng Meng Jiang 54 5 0 17 Aug 2024
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 66 8 0 16 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 104 15 0 16 Aug 2024
An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation Peiming Guo Sinuo Liu Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Hao Fei DiffM 100 1 0 16 Aug 2024
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models Lin Zhao Xiao Chen Eric Z. Chen Yikang Liu Terrence Chen Shanhui Sun VLM 88 5 0 16 Aug 2024
From Decision to Action in Surgical Autonomy: Multi-Modal Large Language Models for Robot-Assisted Blood Suction Sadra Zargarzadeh Maryam Mirzaei Yafei Ou Mahdi Tavakoli 60 3 0 14 Aug 2024
Cropper: Vision-Language Model for Image Cropping through In-Context Learning Seung Hyun Lee Junjie Ke Yinxiao Li Junfeng He Steven Hickson ... Irfan Essa Sangpil Kim Ming-Hsuan Yang Irfan Essa Feng Yang VLM 70 0 0 14 Aug 2024
Fast Training Dataset Attribution via In-Context Learning Milad Fotouhi M. T. Bahadori Oluwaseyi Feyisetan P. Arabshahi David Heckerman 59 0 0 14 Aug 2024
PEARL: Parallel Speculative Decoding with Adaptive Draft Length Tianyu Liu Yun Li Qitan Lv Kai Liu Jianchen Zhu Winston Hu Xingwu Sun 88 15 0 13 Aug 2024
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty Yongjin Yang Haneul Yoo Hwaran Lee 107 2 0 13 Aug 2024
Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models Hila Gonen Terra Blevins Alisa Liu Luke Zettlemoyer Noah A. Smith 71 5 0 12 Aug 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer Zhuoyi Yang Jiayan Teng Wendi Zheng Ming Ding Shiyu Huang ... Weihan Wang Yean Cheng Xiaotao Gu Yuxiao Dong Jie Tang DiffM VGen 190 453 0 12 Aug 2024
Can LLMs Replace Manual Annotation of Software Engineering Artifacts? Toufique Ahmed Premkumar Devanbu Christoph Treude Michael Pradel 109 15 0 10 Aug 2024
Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion Jacob K Christopher Brian Bartoldson Tal Ben-Nun Michael Cardei B. Kailkhura Ferdinando Fioretto DiffM 83 4 0 10 Aug 2024
Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-Models Zikai Xie HILM LRM 82 7 0 09 Aug 2024
Natural Language Outlines for Code: Literate Programming in the LLM Era Kensen Shi Deniz Altınbüken Saswat Anand Mihai Christodorescu Katja Grünwedel ... Tobias Welp Pengcheng Yin Manzil Zaheer Satish Chandra Charles Sutton 83 6 0 09 Aug 2024
Learning to Rewrite: Generalized LLM-Generated Text Detection Wei Hao Ran Li Weiliang Zhao Junfeng Yang Chengzhi Mao DeLMO 76 4 0 08 Aug 2024
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities Jiarui Lu Thomas Holleis Yizhe Zhang Bernhard Aumayer Feng Nan ... Shen Ma Mengyu Li Guoli Yin Zirui Wang Ruoming Pang LLMAG ELM 73 32 0 08 Aug 2024
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents Yanqi Dai Huanran Hu Lei Wang Shengjie Jin X. Chen Zhiwu Lu LLMAG 84 8 0 08 Aug 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 114 28 0 06 Aug 2024
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations Lei Shi Zhimeng Liu Yi Yang Weize Wu Yuyang Zhang ... Zipeng Liu Huobin Tan Hongyi Gao Yue Zhang Ge Wang 79 0 0 06 Aug 2024
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining Dongyang Liu Shitian Zhao Le Zhuo Weifeng Lin Ping Luo Xinyue Li Qi Qin Yu Qiao Hongsheng Li Peng Gao MLLM 119 54 0 05 Aug 2024
VL-TGS: Trajectory Generation and Selection using Vision Language Models in Mapless Outdoor Environments Daeun Song Jing Liang Xuesu Xiao Dinesh Manocha 72 4 0 05 Aug 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 104 6 0 05 Aug 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models Bowen Wang Jiuyang Chang Yiming Qian Guoxin Chen Junhao Chen Zhouqiang Jiang Jiahao Zhang Yuta Nakashima Hajime Nagahara LM&MA ELM LRM 74 4 0 04 Aug 2024
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs Leo Micklem Yan-Bin Shen Wenjing Luo Yan Zhang Hao Liang ... Weipeng Chen Bin Cui Blair Thornton Wentao Zhang Guosheng Dong ELM 108 19 0 02 Aug 2024
A Survey on Self-play Methods in Reinforcement Learning Chao Yu Zelai Xu Chengdong Ma Chao Yu Weijuan Tu ... Deheng Ye Wenbo Ding Yaodong Yang Yu Wang Yu Wang SyDa SSL OnRL 77 8 0 02 Aug 2024
Compositional Physical Reasoning of Objects and Events from Videos Zhenfang Chen Shilong Dong Kexin Yi Yunzhu Li Mingyu Ding Antonio Torralba Joshua B. Tenenbaum Chuang Gan OCL 89 1 0 02 Aug 2024