AI PB: A Grounded Generative Agent for Personalized Investment Insights
Fuente:
arXiv
Saved in:
| Main Authors: | Park, Daewoo, Park, Suho, Hong, Inseok, Lee, Hanwool, Park, Junkyu, Lee, Sangjun, An, Jeongman, Loh, Hyunbin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
IVE: Enhanced Probabilistic Forecasting of Intraday Volume Ratio with Transformers
by: Lee, Hanwool, et al.
Published: (2024)
by: Lee, Hanwool, et al.
Published: (2024)
(G)I-DLE: Generative Inference via Distribution-preserving Logit Exclusion with KL Divergence Minimization for Constrained Decoding
by: Lee, Hanwool
Published: (2025)
by: Lee, Hanwool
Published: (2025)
Redefining Evaluation Standards: A Unified Framework for Evaluating the Korean Capabilities of Language Models
by: Lee, Hanwool, et al.
Published: (2025)
by: Lee, Hanwool, et al.
Published: (2025)
Ideological Bias in LLMs' Economic Causal Reasoning
by: Lee, Donggyu, et al.
Published: (2026)
by: Lee, Donggyu, et al.
Published: (2026)
QuantBench: Benchmarking AI Methods for Quantitative Investment
by: Wang, Saizhuo, et al.
Published: (2025)
by: Wang, Saizhuo, et al.
Published: (2025)
Generative AI and Machine Learning Collaboration for Container Dwell Time Prediction via Data Standardization
by: Kim, Minseop, et al.
Published: (2026)
by: Kim, Minseop, et al.
Published: (2026)
Toward a Robust and Generalizable Metamaterial Foundation Model
by: Kim, Namjung, et al.
Published: (2025)
by: Kim, Namjung, et al.
Published: (2025)
IKNet: Interpretable Stock Price Prediction via Keyword-Guided Integration of News and Technical Indicators
by: Kim, Jinwoong, et al.
Published: (2025)
by: Kim, Jinwoong, et al.
Published: (2025)
NMIXX: Domain-Adapted Neural Embeddings for Cross-Lingual eXploration of Finance
by: Lee, Hanwool, et al.
Published: (2025)
by: Lee, Hanwool, et al.
Published: (2025)
AEL: Agent Evolving Learning for Open-Ended Environments
by: Xu, Wujiang, et al.
Published: (2026)
by: Xu, Wujiang, et al.
Published: (2026)
Airalogy: AI-empowered universal data digitization for research automation
by: Yang, Zijie, et al.
Published: (2025)
by: Yang, Zijie, et al.
Published: (2025)
KALE-LM-Chem: Vision and Practice Toward an AI Brain for Chemistry
by: Dai, Weichen, et al.
Published: (2024)
by: Dai, Weichen, et al.
Published: (2024)
Real-Time Performance Optimization of Travel Reservation Systems Using AI and Microservices
by: Barua, Biman, et al.
Published: (2024)
by: Barua, Biman, et al.
Published: (2024)
TWICE: What Advantages Can Low-Resource Domain-Specific Embedding Model Bring? -- A Case Study on Korea Financial Texts
by: Hwang, Yewon, et al.
Published: (2025)
by: Hwang, Yewon, et al.
Published: (2025)
The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not Be Treated as Deployment Evidence
by: Ye, Yuxuan, et al.
Published: (2026)
by: Ye, Yuxuan, et al.
Published: (2026)
ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question Answering
by: Kaur, Rachneet, et al.
Published: (2025)
by: Kaur, Rachneet, et al.
Published: (2025)
GroupSHAP-Guided Integration of Financial News Keywords and Technical Indicators for Stock Price Prediction
by: Kim, Minjoo, et al.
Published: (2025)
by: Kim, Minjoo, et al.
Published: (2025)
The CLEF-2026 FinMMEval Lab: Multilingual and Multimodal Evaluation of Financial AI Systems
by: Xie, Zhuohan, et al.
Published: (2026)
by: Xie, Zhuohan, et al.
Published: (2026)
Evaluating the Efficiency and Cost-effectiveness of RPB-based CO2 Capture: A Comprehensive Approach to Simultaneous Design and Operating Condition Optimization
by: Jung, Howoun, et al.
Published: (2024)
by: Jung, Howoun, et al.
Published: (2024)
EUR-USD Exchange Rate Forecasting Based on Information Fusion with Large Language Models and Deep Learning Methods
by: Ding, Hongcheng, et al.
Published: (2024)
by: Ding, Hongcheng, et al.
Published: (2024)
Modeling News Interactions and Influence for Financial Market Prediction
by: Wang, Mengyu, et al.
Published: (2024)
by: Wang, Mengyu, et al.
Published: (2024)
Reverse Physician-AI Relationship: Full-process Clinical Diagnosis Driven by a Large Language Model
by: Xu, Shicheng, et al.
Published: (2025)
by: Xu, Shicheng, et al.
Published: (2025)
PolyGnosis 2.0: Enhancing LLM Reasoning via Agentic Harness Engineering for Polymarket and OSINT Insight Extraction
by: Wang, Daren, et al.
Published: (2026)
by: Wang, Daren, et al.
Published: (2026)
SciNet: Evaluating AI Agents in Relation-Aware Scientific Literature Retrieval
by: Shao, Chenyang, et al.
Published: (2025)
by: Shao, Chenyang, et al.
Published: (2025)
OneComp: One-Line Revolution for Generative AI Model Compression
by: Ichikawa, Yuma, et al.
Published: (2026)
by: Ichikawa, Yuma, et al.
Published: (2026)
Mixture of Knowledge Minigraph Agents for Literature Review Generation
by: Zhang, Zhi, et al.
Published: (2024)
by: Zhang, Zhi, et al.
Published: (2024)
Prompting for Numerical Sequences: A Case Study on Market Comment Generation
by: Kawarada, Masayuki, et al.
Published: (2024)
by: Kawarada, Masayuki, et al.
Published: (2024)
IdeaBench: Benchmarking Large Language Models for Research Idea Generation
by: Guo, Sikun, et al.
Published: (2024)
by: Guo, Sikun, et al.
Published: (2024)
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval
by: Khatuya, Subhendu, et al.
Published: (2025)
by: Khatuya, Subhendu, et al.
Published: (2025)
BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights
by: Zhu, Enmin, et al.
Published: (2024)
by: Zhu, Enmin, et al.
Published: (2024)
Application of Large Language Models for Container Throughput Forecasting: Incorporating Contextual Information in Port Logistics
by: Kim, Minseop, et al.
Published: (2026)
by: Kim, Minseop, et al.
Published: (2026)
A Hybrid Method for Low-Resource Named Entity Recognition
by: Duc, Do Minh, et al.
Published: (2026)
by: Duc, Do Minh, et al.
Published: (2026)
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment
by: Wang, Saizhuo, et al.
Published: (2023)
by: Wang, Saizhuo, et al.
Published: (2023)
Are Generative AI Agents Effective Personalized Financial Advisors?
by: Takayanagi, Takehiro, et al.
Published: (2025)
by: Takayanagi, Takehiro, et al.
Published: (2025)
Automating Structural Engineering Workflows with Large Language Model Agents
by: Liang, Haoran, et al.
Published: (2025)
by: Liang, Haoran, et al.
Published: (2025)
KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment
by: Lu, Yuxing, et al.
Published: (2025)
by: Lu, Yuxing, et al.
Published: (2025)
Utilizing Modern Large Language Models (LLM) for Financial Trend Analysis and Digest Creation
by: Lazarev, Andrei, et al.
Published: (2025)
by: Lazarev, Andrei, et al.
Published: (2025)
TorchOpera: A Compound AI System for LLM Safety
by: Han, Shanshan, et al.
Published: (2024)
by: Han, Shanshan, et al.
Published: (2024)
GraphCliff: Short-Long Range Gating for Subtle Differences but Critical Changes
by: Kim, Hajung, et al.
Published: (2025)
by: Kim, Hajung, et al.
Published: (2025)
When Valid Signals Fail: Regime Boundaries Between LLM Features and RL Trading Policies
by: Yang, Zhengzhe
Published: (2026)
by: Yang, Zhengzhe
Published: (2026)
Similar Items
-
IVE: Enhanced Probabilistic Forecasting of Intraday Volume Ratio with Transformers
by: Lee, Hanwool, et al.
Published: (2024) -
(G)I-DLE: Generative Inference via Distribution-preserving Logit Exclusion with KL Divergence Minimization for Constrained Decoding
by: Lee, Hanwool
Published: (2025) -
Redefining Evaluation Standards: A Unified Framework for Evaluating the Korean Capabilities of Language Models
by: Lee, Hanwool, et al.
Published: (2025) -
Ideological Bias in LLMs' Economic Causal Reasoning
by: Lee, Donggyu, et al.
Published: (2026) -
QuantBench: Benchmarking AI Methods for Quantitative Investment
by: Wang, Saizhuo, et al.
Published: (2025)