Title
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting Defu Cao Furong Jia Sercan O. Arik Tomas Pfister Yixiang Zheng Wen Ye Yan Liu AI4TS 40 123 0 08 Oct 2023
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets Neng Wang Hongyang Yang Chris Wang 38 46 0 07 Oct 2023
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise Zhen Wan Yating Zhang Yexiang Wang Fei Cheng Sadao Kurohashi CLL AILaw 36 10 0 05 Oct 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models Junjie Liu Shaotian Yan Chen Shen Zhengdong Xiao Wenxiao Wang Jieping Ye Jieping Ye LRM 31 1 0 05 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 62 6 0 04 Oct 2023
Large language models in textual analysis for gesture selection Laura Birka Hensel Nutchanon Yongsatianchot P. Torshizi E. Minucci Stacy Marsella SLR 52 7 0 04 Oct 2023
uTalk: Bridging the Gap Between Humans and AI Hussam Azzuni Sharim Jamal Abdulmotaleb Elsaddik 36 6 0 04 Oct 2023
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation Benjamin Steenhoek Michele Tufano Neel Sundaresan Alexey Svyatkovskiy OffRL ALM 81 18 0 03 Oct 2023
Automatic Pair Construction for Contrastive Post-training Canwen Xu Corby Rosset Ethan C. Chau Luciano Del Corro Shweti Mahajan Julian McAuley Jennifer Neville Ahmed Hassan Awadallah Nikhil Rao ALM 32 4 0 03 Oct 2023
Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving Tushar Choudhary Vikrant Dewangan Shivam Chandhok Shubham Priyadarshan Anushka Jain A. K. Singh Siddharth Srivastava Krishna Murthy Jatavallabhula K. M. Krishna 55 60 0 03 Oct 2023
TWIZ-v2: The Wizard of Multimodal Conversational-Stimulus Rafael Ferreira Diogo Tavares Diogo Glória-Silva Rodrigo Valerio João Bordalo Ines Simoes Vasco Ramos David Semedo João Magalhães 29 4 0 03 Oct 2023
Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond Liang Chen Yichi Zhang Shuhuai Ren Haozhe Zhao Zefan Cai Yuchi Wang Peiyi Wang Tianyu Liu Baobao Chang LM&Ro LLMAG 44 41 0 03 Oct 2023
Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving Long Chen Oleg Sinavski Jan Hünermann Alice Karnsund Andrew James Willmott Danny Birch Daniel Maund Jamie Shotton MLLM 27 189 0 03 Oct 2023
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models Ming Jin Shiyu Wang Lintao Ma Zhixuan Chu James Y. Zhang ... Pin-Yu Chen Yuxuan Liang Yuan-Fang Li Shirui Pan Qingsong Wen AI4TS 58 364 0 03 Oct 2023
VAL: Interactive Task Learning with GPT Dialog Parsing Lane Lawley Christopher MacLellan VLM 21 11 0 02 Oct 2023
Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation Shenzhi Wang Chang Liu Zilong Zheng Siyuan Qi Shuo Chen Qisen Yang Andrew Zhao Chaofei Wang Shiji Song Gao Huang LLMAG 42 66 0 02 Oct 2023
Necessary and Sufficient Watermark for Large Language Models Yuki Takezawa Ryoma Sato Han Bao Kenta Niwa Makoto Yamada WaLM 57 7 0 02 Oct 2023
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models Zekun Wang Zhongyuan Peng Haoran Que Jiaheng Liu Wangchunshu Zhou ... Wanli Ouyang Ke Xu Wenhu Chen Jie Fu Junran Peng LLMAG 47 86 0 01 Oct 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models Shiqi Chen Yiran Zhao Jinghan Zhang Ethan Chern Siyang Gao Pengfei Liu Junxian He HILM 46 33 0 01 Oct 2023
Improving Length-Generalization in Transformers via Task Hinting Pranjal Awasthi Anupam Gupta 49 8 0 01 Oct 2023
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning Mustafa Shukor Alexandre Ramé Corentin Dancette Matthieu Cord LRM MLLM 56 21 0 01 Oct 2023
GrowLength: Accelerating LLMs Pretraining by Progressively Growing Training Length Hongye Jin Xiaotian Han Jingfeng Yang Zhimeng Jiang Chia-Yuan Chang Xia Hu 46 11 0 01 Oct 2023
SELF: Self-Evolution with Language Feedback Jianqiao Lu Wanjun Zhong Wenyong Huang Yufei Wang Qi Zhu ... Weichao Wang Xingshan Zeng Lifeng Shang Xin Jiang Qun Liu LRM SyDa 40 6 0 01 Oct 2023
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ Jonas Belouadi Anne Lauscher Steffen Eger 38 28 0 30 Sep 2023
Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment Tianhao Wu Banghua Zhu Ruoyu Zhang Zhaojin Wen Kannan Ramchandran Jiantao Jiao 55 57 0 30 Sep 2023
Data Filtering Networks Alex Fang Albin Madappally Jose Amit Jain Ludwig Schmidt Alexander Toshev Vaishaal Shankar CLIP 53 127 0 29 Sep 2023
Network Memory Footprint Compression Through Jointly Learnable Codebooks and Mappings Vittorio Giammarino Arnaud Dapogny Kévin Bailly MQ 29 1 0 29 Sep 2023
Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models Jinmeng Rao Song Gao Gengchen Mai Joanna M. Wardlaw 47 21 0 29 Sep 2023
Using Large Language Models for Qualitative Analysis can Introduce Serious Bias Julian Ashwin Aditya Chhabra Vijayendra Rao 37 21 0 29 Sep 2023
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models Antoine Louis Gijs van Dijck Gerasimos Spanakis ELM AILaw 42 36 0 29 Sep 2023
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks Hao Chen Jindong Wang Ankit Shah Ran Tao Hongxin Wei Berfin cSimcsek Masashi Sugiyama Bhiksha Raj 49 27 0 29 Sep 2023
A Benchmark for Learning to Translate a New Language from One Grammar Book Garrett Tanzer Mirac Suzgun Chenguang Xi Dan Jurafsky Luke Melas-Kyriazi 35 51 0 28 Sep 2023
LawBench: Benchmarking Legal Knowledge of Large Language Models Zhiwei Fei Xiaoyu Shen D. Zhu Fengzhe Zhou Zhuo Han Songyang Zhang Kai-xiang Chen Zongwen Shen Jidong Ge ELM AILaw 43 37 0 28 Sep 2023
The Trickle-down Impact of Reward (In-)consistency on RLHF Lingfeng Shen Sihao Chen Linfeng Song Lifeng Jin Baolin Peng Haitao Mi Daniel Khashabi Dong Yu 45 21 0 28 Sep 2023
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model Avamarie Brueggeman Andrea Madotto Zhaojiang Lin Tushar Nagarajan Matt Smith ... Peyman Heidari Yue Liu Kavya Srinet Babak Damavandi Anuj Kumar MLLM 43 93 0 27 Sep 2023
Jointly Training Large Autoregressive Multimodal Models Emanuele Aiello L. Yu Yixin Nie Armen Aghajanyan Barlas Oğuz 29 30 0 27 Sep 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh Chawla Panpan Xu AI4CE 54 45 0 27 Sep 2023
Warfare:Breaking the Watermark Protection of AI-Generated Content Guanlin Li Yifei Chen Jie Zhang Shangwei Guo Shangwei Guo Tianwei Zhang Jiwei Li Tianwei Zhang WIGM 60 3 0 27 Sep 2023
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models Jung Hwan Heo Jeonghoon Kim Beomseok Kwon Byeongwook Kim Se Jung Kwon Dongsoo Lee MQ 48 9 0 27 Sep 2023
InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition Pan Zhang Xiaoyi Wang Bin Wang Yuhang Cao Chao Xu ... Conghui He Xingcheng Zhang Yu Qiao Da Lin Jiaqi Wang MLLM 82 228 0 26 Sep 2023
Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding Jiacheng Liu Andrew Cohen Ramakanth Pasunuru Yejin Choi Hannaneh Hajishirzi Asli Celikyilmaz 45 26 0 26 Sep 2023
Supersonic: Learning to Generate Source Code Optimizations in C/C++ Zimin Chen Sen Fang Monperrus Martin 53 11 0 26 Sep 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator Hanzhuo Huang Yufan Feng Cheng Shi Lan Xu Jingyi Yu Sibei Yang DiffM VGen 36 63 0 25 Sep 2023
Joint Audio and Speech Understanding Yuan Gong Alexander H. Liu Hongyin Luo Leonid Karlinsky James R. Glass AuLLM 37 71 0 25 Sep 2023
Examining Temporal Bias in Abusive Language Detection Mali Jin Yida Mu Diana Maynard Kalina Bontcheva 39 5 0 25 Sep 2023
VidChapters-7M: Video Chapters at Scale Antoine Yang Arsha Nagrani Ivan Laptev Josef Sivic Cordelia Schmid VGen 30 26 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 43 71 0 24 Sep 2023
From Text to Source: Results in Detecting Large Language Model-Generated Content Wissam Antoun Benoît Sagot Djamé Seddah DeLMO 39 11 0 23 Sep 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 72 36 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 39 2 0 22 Sep 2023