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Financial Analysis

Papers

Showing 150 of 93 papers

TitleStatusHype
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial ResearchCode9
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language ModelsCode9
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and BenchmarksCode4
FNSPID: A Comprehensive Financial News Dataset in Time SeriesCode3
DANA: Domain-Aware Neurosymbolic Agents for Consistency and AccuracyCode3
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain FrameworkCode3
WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series ForecastingCode2
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial StatementsCode1
APOLLO: An Optimized Training Approach for Long-form Numerical ReasoningCode1
CFGPT: Chinese Financial Assistant with Large Language ModelCode1
Network of Tensor Time SeriesCode1
Non-Stationary Time Series Forecasting Based on Fourier Analysis and Cross Attention MechanismCode1
Stockformer: A Price-Volume Factor Stock Selection Model Based on Wavelet Transform and Multi-Task Self-Attention NetworksCode1
TimeSieve: Extracting Temporal Dynamics through Information BottlenecksCode1
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsCode0
How Explanations Leak the Decision Logic: Stealing Graph Neural Networks via Explanation AlignmentCode0
Exploring the Reliability of Self-explanation and its Relationship with Classification in Language Model-driven Financial AnalysisCode0
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language ModelsCode0
AdaRNN: Adaptive Learning and Forecasting of Time SeriesCode0
MiMIC: Multi-Modal Indian Earnings Calls Dataset to Predict Stock PricesCode0
CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications0
CFBenchmark-MM: Chinese Financial Assistant Benchmark for Multimodal Large Language Model0
Transparency principle for carbon emissions drives sustainable finance0
Cross-Lingual News Event Correlation for Stock Market Trend Prediction0
An Approximation Algorithm for Risk-averse Submodular Optimization0
Data-Centric Financial Large Language Models0
DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs0
Demographic Modeling Via 3-dimensional Markov Chains0
Design, Simulation and Feasibility Analysis of Bifacial Solar PV System in Marine Drive Road, Cox's Bazar0
Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters0
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents0
ECC Analyzer: Extract Trading Signal from Earnings Conference Calls using Large Language Model for Stock Performance Prediction0
Efficient Reservoir Computing using Field Programmable Gate Array and Electro-optic Modulation0
Enhanced forecasting of stock prices based on variational mode decomposition, PatchTST, and adaptive scale-weighted layer0
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models0
An Analysis of the Interdependence Between Peanut and Other Agricultural Commodities in China's Futures Market0
Evaluating the Effectiveness of Common Technical Trading Models0
Review of the EU ETS Literature: A Bibliometric Perspective0
FinanceQA: A Benchmark for Evaluating Financial Analysis Capabilities of Large Language Models0
Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG0
Financial Knowledge Large Language Model0
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications0
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis0
FinTeamExperts: Role Specialized MOEs For Financial Analysis0
FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance0
FinXABSA: Explainable Finance through Aspect-Based Sentiment Analysis0
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability0
Form 10-K Itemization0
General properties of the Solutions to Moving Boundary Problems for Black-Sholes Equations0
GPT-3 Models are Few-Shot Financial Reasoners0
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