Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach

13 August 2024

Papers citing "Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach"

30 / 30 papers shown

Title
From Mind to Machine: The Rise of Manus AI as a Fully Autonomous Digital Agent Minjie Shen Qikai Yang LLMAG AI4CE 37 1 0 04 May 2025
Research on Cloud Platform Network Traffic Monitoring and Anomaly Detection System based on Large Language Models Ze Yang Yihong Jin Juntian Liu Xinhe Xu Yihan Zhang Shuyang Ji 27 1 0 22 Apr 2025
Data Augmentation Through Random Style Replacement Qikai Yang Cheng Ji Huaiying Luo Panfeng Li Zhicheng Ding 39 2 0 14 Apr 2025
FinSphere: A Conversational Stock Analysis Agent Equipped with Quantitative Tools based on Real-Time Database Shijie Han Changhai Zhou Yiqing Shen Tianning Sun Yuhua Zhou Xiaoxia Wang Zhixiao Yang Jingshu Zhang Hongguang Li AIFin 37 1 0 08 Jan 2025
Leveraging Large Language Models for Active Merchant Non-player Characters Byungjun Kim Minju Kim Dayeon Seo Bugeun Kim 87 0 0 15 Dec 2024
From Twitter to Reasoner: Understand Mobility Travel Modes and Sentiment Using Large Language Models Kangrui Ruan Xinyang Wang Xuan Di 44 5 0 04 Nov 2024
Context-Aware Token Selection and Packing for Enhanced Vision Transformer Tianyi Zhang B. Li Jae-sun Seo Yu Cao 38 0 0 31 Oct 2024
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models Shuchen Meng Andi Chen Chihang Wang Mengyao Zheng Fangyu Wu Xupeng Chen Haowei Ni Panfeng Li 48 2 0 25 Oct 2024
STRUX: An LLM for Decision-Making with Structured Explanations Yiming Lu Yebowen Hu H. Foroosh Wei Jin Fei Liu 33 0 0 16 Oct 2024
Molecular Dynamics and Machine Learning Unlock Possibilities in Beauty Design -- A Perspective Yuzhi Xu Haowei Ni Qinhui Gao Chia-Hua Chang Yanran Huo ... Yike Zhang Radu Grovu Min He John Z. H. Zhang Yuanqing Wang AI4CE 34 0 0 08 Oct 2024
DeFine: Enhancing LLM Decision-Making with Factor Profiles and Analogical Reasoning Yebowen Hu Xiaoyang Wang Wenlin Yao Yiming Lu Daoan Zhang H. Foroosh Dong Yu Fei Liu 36 4 0 02 Oct 2024
Enhanced Credit Score Prediction Using Ensemble Deep Learning Model Qianwen Xing Chang Yu Sining Huang Qi Zheng Xingyu Mu Mengying Sun 38 4 0 30 Sep 2024
Recent Advancement of Emotion Cognition in Large Language Models Yuyan Chen Yanghua Xiao OffRL 37 6 0 20 Sep 2024
Integration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics Wenqing Zhang Junming Huang Ruotong Wang Changsong Wei Wenqian Huang Yuxin Qiao Mamba 37 10 0 13 Sep 2024
Enhancing Skin Lesion Diagnosis with Ensemble Learning Xiaoyi Liu Zhou Yu Lianghao Tan Yafeng Yan Ge Shi 31 4 0 06 Sep 2024
DRAL: Deep Reinforcement Adaptive Learning for Multi-UAVs Navigation in Unknown Indoor Environment Kangtong Mo Linyue Chu Xingyu Zhang Xiran Su Yang Qian Yining Ou Wian Pretorius 39 16 0 05 Sep 2024
Style Transfer: From Stitching to Neural Networks Xinhe Xu Zhuoer Wang Yihan Zhang Yizhou Liu Zhaoyue Wang Zhihao Xu Muhan Zhao Huaiying Luo 35 3 0 01 Sep 2024
Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images Xiaoyi Liu Zhuoyue Wang 40 17 0 01 Aug 2024
XMeCap: Meme Caption Generation with Sub-Image Adaptability Yuyan Chen Songzhou Yan Zhihong Zhu Zhixu Li Yanghua Xiao VLM 46 10 0 24 Jul 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 44 32 0 20 Jun 2024
Fine-Tuning Gemma-7B for Enhanced Sentiment Analysis of Financial News Headlines Kangtong Mo Wenyan Liu Xuanzhen Xu Chang Yu Yuelin Zou Fangqing Xia 50 23 0 19 Jun 2024
Enhance Image-to-Image Generation with LLaVA Prompt and Negative Prompt Zhicheng Ding Panfeng Li Qikai Yang Siyang Li VLM MLLM 42 13 0 04 Jun 2024
A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction Using Deep Learning Wanyu Bian 32 5 0 03 Jun 2024
Portfolio Optimization with Robust Covariance and Conditional Value-at-Risk Constraints Qiqin Zhou 28 18 0 02 Jun 2024
NeSLAM: Neural Implicit Mapping and Self-Supervised Feature Tracking With Depth Completion and Denoising Tianchen Deng Yanbo Wang Hongle Xie Hesheng Wang Jingchuan Wang Danwei W. Wang Weidong Chen 3DV 48 22 0 29 Mar 2024
Compact 3D Gaussian Splatting For Dense Visual SLAM Tianchen Deng Yaohui Chen Leyan Zhang Jianfei Yang Shenghai Yuan Danwei W. Wang Weidong Chen 3DGS 42 32 0 17 Mar 2024
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate Can Jin Tong Che Hongwu Peng Yiyuan Li Dimitris N. Metaxas Marco Pavone 44 43 0 05 Feb 2024
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models Boyu Zhang Hongyang Yang Tianyu Zhou Muhammad Ali Babar Xiao-Yang Liu AIFin 58 105 0 06 Oct 2023
Optimization-Based Deep learning methods for Magnetic Resonance Imaging Reconstruction and Synthesis Wanyu Bian 35 6 0 02 Mar 2023
An Optimal Control Framework for Joint-channel Parallel MRI Reconstruction without Coil Sensitivities Wanyu Bian Yunmei Chen X. Ye 44 15 0 20 Sep 2021