:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Wang, Daren, Xu, Hong, Xian, Jiawen
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Computational Engineering, Finance, and Science
Online Access:	https://arxiv.org/abs/2605.25958
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancing Inflation Nowcasting with LLM: Sentiment Analysis on News
by: Allard, Marc-Antoine, et al.
Published: (2024)

BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights
by: Zhu, Enmin, et al.
Published: (2024)

TL;DR: Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
by: Li, Zhong-Zhi, et al.
Published: (2025)

NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance
by: Su, Huan-Yi, et al.
Published: (2024)

Autonomous Algorithm Discovery for Ptychography via Evolutionary LLM Reasoning
by: Yin, Xiangyu, et al.
Published: (2026)

FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
by: Tang, Zichen, et al.
Published: (2025)

FinBoardBench: Benchmarking Dynamic Wealth Management and Strategic Financial Reasoning of LLMs via Board Game Simulations
by: Hu, Xuesi, et al.
Published: (2026)

All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection
by: Jiang, Yuechen, et al.
Published: (2026)

StockBot 2.0: Vanilla LSTMs Outperform Transformer-based Forecasting for Stock Prices
by: Mohanty, Shaswat
Published: (2026)

Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models
by: Bronzini, Marco, et al.
Published: (2023)

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks
by: Drinkall, Felix, et al.
Published: (2025)

SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation
by: Wu, Qilong, et al.
Published: (2024)

AI PB: A Grounded Generative Agent for Personalized Investment Insights
by: Park, Daewoo, et al.
Published: (2025)

Data-Driven Information Extraction and Enrichment of Molecular Profiling Data for Cancer Cell Lines
by: Smith, Ellery, et al.
Published: (2023)

A Modular LLM Framework for Explainable Price Outlier Detection
by: Sartipi, Shadi, et al.
Published: (2026)

SenseAI: A Human-in-the-Loop Dataset for RLHF-Aligned Financial Sentiment Reasoning
by: Kabalisa, Berny
Published: (2026)

ZiGong 1.0: A Large Language Model for Financial Credit
by: Lei, Yu, et al.
Published: (2025)

Dynamic Hedging Strategies in Derivatives Markets with LLM-Driven Sentiment and News Analytics
by: Yang, Jie, et al.
Published: (2025)

SETN: Stock Embedding Enhanced with Textual and Network Information
by: Takayanagi, Takehiro, et al.
Published: (2024)

Spatial Priming Outperforms Semantic Prompting: A Grid-Based Approach to Improving LLM Accuracy on Chart Data Extraction
by: Lazarev, Andrei, et al.
Published: (2026)

L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization
by: Pontes, Elvys Linhares, et al.
Published: (2024)

AdaRec: Adaptive Recommendation with LLMs via Narrative Profiling and Dual-Channel Reasoning
by: Wang, Meiyun, et al.
Published: (2025)

FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval
by: Li, Ying, et al.
Published: (2025)

CAPC-CG: A Large-Scale, Expert-Directed LLM-Annotated Corpus of Adaptive Policy Communication in China
by: Sun, Bolun, et al.
Published: (2025)

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models
by: Yang, Yuzhe, et al.
Published: (2024)

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
by: Huang, Jimin, et al.
Published: (2024)

The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not Be Treated as Deployment Evidence
by: Ye, Yuxuan, et al.
Published: (2026)

RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements
by: Zhan, Zaifu, et al.
Published: (2024)

LLMs and Agentic AI in Insurance Decision-Making: Opportunities and Challenges For Africa
by: Hill, Graham, et al.
Published: (2025)

SciNet: Evaluating AI Agents in Relation-Aware Scientific Literature Retrieval
by: Shao, Chenyang, et al.
Published: (2025)

Opportunities for Large Language Models and Discourse in Engineering Design
by: Göpfert, Jan, et al.
Published: (2023)

MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction
by: Mullick, Ankan, et al.
Published: (2024)

Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation
by: Walia, Jaskaran Singh, et al.
Published: (2025)

(G)I-DLE: Generative Inference via Distribution-preserving Logit Exclusion with KL Divergence Minimization for Constrained Decoding
by: Lee, Hanwool
Published: (2025)

The Hype Index: an NLP-driven Measure of Market News Attention
by: Cao, Zheng, et al.
Published: (2025)

ASDA: Automated Skill Distillation and Adaptation for Financial Reasoning
by: Yim, Tik Yu, et al.
Published: (2026)

Utilizing Modern Large Language Models (LLM) for Financial Trend Analysis and Digest Creation
by: Lazarev, Andrei, et al.
Published: (2025)

Assessing Engineering Student Perceptions of Introductory CS Courses in an Indian Context
by: Nareti, Utsav Kumar, et al.
Published: (2025)

Trading-R1: Financial Trading with LLM Reasoning via Reinforcement Learning
by: Xiao, Yijia, et al.
Published: (2025)

PiERN: Token-Level Routing for Integrating High-Precision Computation and Reasoning
by: Xiao, Hengbo, et al.
Published: (2025)