Title
$K^2$ VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting Xingjian Wu Xiangfei Qiu Hongfan Gao Jilin Hu Bin Yang Chenjuan Guo AI4TS 7 0 0 29 May 2025
Advancing Sequential Numerical Prediction in Autoregressive Models Xiang Fei Jinghui Lu Qi Sun Hao Feng Yanjie Wang Wei Shi An-Lan Wang Jingqun Tang Can Huang AI4TS 91 3 0 19 May 2025
Cross-Cloud Data Privacy Protection: Optimizing Collaborative Mechanisms of AI Systems by Integrating Federated Learning and LLMs Huaiying Luo Cheng Ji FedML 32 0 0 19 May 2025
Overview of the NLPCC 2025 Shared Task 4: Multi-modal, Multilingual, and Multi-hop Medical Instructional Video Question Answering Challenge Bin Li Shenxi Liu Yixuan Weng Yue Du Yuhang Tian Shoujun Zhou 36 0 0 11 May 2025
User Behavior Analysis in Privacy Protection with Large Language Models: A Study on Privacy Preferences with Limited Data Haowei Yang Qingyi Lu Yang Wang Sibei Liu Jiayun Zheng Ao Xiang PILM 83 1 0 08 May 2025
Knowledge-Augmented Language Models Interpreting Structured Chest X-Ray Findings Alexander Davis Rafael Souza Jia-Hao Lim 324 0 0 03 May 2025
Improving the Accuracy and Efficiency of Legal Document Tagging with Large Language Models and Instruction Prompts Emily Johnson Xavier Holt Noah Wilson AILaw 57 0 0 12 Apr 2025
First-place Solution for Streetscape Shop Sign Recognition Competition Bin Wang Li Jing 370 0 0 06 Jan 2025
EasyTime: Time Series Forecasting Made Easy Xiangfei Qiu Xiuwen Li Ruiyang Pang Zhicheng Pan Xiaojun Wu ... Chengcheng Yang Chenjuan Guo Aoying Zhou Christian S. Jensen Bin Yang AI4TS 79 16 0 23 Dec 2024
FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system Zeyuan Li Yangfan He Lewei He Jianhui Wang Tianyu Shi Bin Lei Tianyu Shi Qiuwu Chen ALM 112 5 0 28 Oct 2024
CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching Xingjian Wu Xiangfei Qiu Zhengyu Li Yihang Wang Jilin Hu Chenjuan Guo Hui Xiong Bin Yang AI4TS 86 14 0 16 Oct 2024
Generating Visual Stories with Grounded and Coreferent Characters Danyang Liu Mirella Lapata Frank Keller 79 2 0 20 Sep 2024
Self-evolving Agents with reflective and memory-augmented abilities Xuechen Liang Yangfan He Yinghui Xia Xinyuan Song Jianhui Wang ... Keqin Li Jiaqi Chen Jinsong Yang Siyuan Chen Tianyu Shi LLMAG KELM CLL 68 2 0 01 Sep 2024
What Makes a Good Story and How Can We Measure It? A Comprehensive Survey of Story Evaluation Dingyi Yang Qin Jin 82 5 0 26 Aug 2024
Assessing Language Models' Worldview for Fiction Generation Aisha Khatun Daniel G. Brown HILM 20 2 0 15 Aug 2024
SEED-Story: Multimodal Long Story Generation with Large Language Model Shuai Yang Yuying Ge Yang Li Yukang Chen Yixiao Ge Ying Shan Yingcong Chen VGen DiffM 97 27 0 11 Jul 2024
Guiding and Diversifying LLM-Based Story Generation via Answer Set Programming Phoebe J. Wang Max Kreminski 62 5 0 01 Jun 2024
Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation Cyril Chhun Fabian M. Suchanek Chloé Clavel LRM 59 15 0 22 May 2024
A Survey on the Memory Mechanism of Large Language Model based Agents Zeyu Zhang Xiaohe Bo Chen Ma Rui Li Xu Chen Quanyu Dai Jieming Zhu Zhenhua Dong Ji-Rong Wen LLMAG KELM 56 116 0 21 Apr 2024
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods Xiangfei Qiu Jilin Hu Lekui Zhou Xingjian Wu Junyang Du ... Chenjuan Guo Aoying Zhou Christian S. Jensen Zhenli Sheng Bin Yang AI4TS 78 75 0 29 Mar 2024
RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models Meiling Tao Xuechen Liang Tianyu Shi Lei Yu Yiting Xie 47 5 0 17 Dec 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 343 1,852 0 07 Apr 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 704 12,840 0 27 Feb 2023
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation Cyril Chhun Pierre Colombo Chloé Clavel Fabian M. Suchanek 94 51 0 24 Aug 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 328 6,132 0 05 Apr 2022
Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video Bin Li Yixuan Weng Bin Sun Shutao Li 68 29 0 13 Mar 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 96 1,577 0 20 Jan 2022
All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text Elizabeth Clark Tal August Sofia Serrano Nikita Haduong Suchin Gururangan Noah A. Smith DeLMO 68 405 0 30 Jun 2021
Bilateral Personalized Dialogue Generation with Contrastive Learning Bin Li Hanjun Deng 33 7 0 15 Jun 2021
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 81 380 0 26 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 469 41,106 0 28 May 2020