Cover Image

Enhancing Inflation Nowcasting with LLM: Sentiment Analysis on News

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Allard, Marc-Antoine, Teiletche, Paul, Zinebi, Adam
Format:	Preprint
Published:	2024
Subjects:	Computational Engineering, Finance, and Science Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

Leveraging Large Language Models for Sentiment Analysis: Multi-Modal Analysis of Decentraland's MANA Token
by: Wu, Xintong, et al.
Published: (2026)

Three-Class Text Sentiment Analysis Based on LSTM
by: Qixuan, Yin
Published: (2024)

ESG Sentiment Analysis: comparing human and language model performance including GPT
by: Derrick, Karim
Published: (2024)

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

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

RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis
by: Rahman, Md. Mostafizer, et al.
Published: (2024)

FinSentLLM: Multi-LLM and Structured Semantic Signals for Enhanced Financial Sentiment Forecasting
by: Zhang, Zijian, et al.
Published: (2025)

SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis
by: Zhu, Senbin, et al.
Published: (2024)

PolyGnosis 2.0: Enhancing LLM Reasoning via Agentic Harness Engineering for Polymarket and OSINT Insight Extraction
by: Wang, Daren, et al.
Published: (2026)

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

Distilled ChatGPT Topic & Sentiment Modeling with Applications in Finance
by: Gandouet, Olivier, et al.
Published: (2024)

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

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

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

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

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

Modeling News Interactions and Influence for Financial Market Prediction
by: Wang, Mengyu, et al.
Published: (2024)

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

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

Sentiment-Aware Stock Price Prediction with Transformer and LLM-Generated Formulaic Alpha
by: Chen, Qizhao, et al.
Published: (2025)

MANA-Net: Mitigating Aggregated Sentiment Homogenization with News Weighting for Enhanced Market Prediction
by: Wang, Mengyu, et al.
Published: (2024)

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)

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

Four Guiding Principles for Modeling Causal Domain Knowledge: A Case Study on Brainstorming Approaches for Urban Blight Analysis
by: Razouk, Houssam, et al.
Published: (2024)

Aligning LLMs with Human Instructions and Stock Market Feedback in Financial Sentiment Analysis
by: Zhao, Zijie, et al.
Published: (2024)

MulFSA: Multi-level Financial Sentiment Analysis Framework for Bond Market
by: Liu, Yiwei, et al.
Published: (2025)

MoMoE: A Mixture of Expert Agent Model for Financial Sentiment Analysis
by: Shu, Peng, 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)

Sentiment-Aware Mean-Variance Portfolio Optimization for Cryptocurrencies
by: Chen, Qizhao
Published: (2025)

MASCA: LLM based-Multi Agents System for Credit Assessment
by: Jajoo, Gautam, et al.
Published: (2025)

Economy Watchers Survey Provides Datasets and Tasks for Japanese Financial Domain
by: Suzuki, Masahiro, et al.
Published: (2024)

"Global is Good, Local is Bad?": Understanding Brand Bias in LLMs
by: Kamruzzaman, Mahammed, et al.
Published: (2024)

SilverSight: A Multi-Task Chinese Financial Large Language Model Based on Adaptive Semantic Space Learning
by: Zhou, Yuhang, et al.
Published: (2024)

Can LLMs Learn Macroeconomic Narratives from Social Media?
by: Gueta, Almog, et al.
Published: (2024)

Measuring Sustainability Intention of ESG Fund Disclosure using Few-Shot Learning
by: Singh, Mayank, et al.
Published: (2024)

A Dutch Financial Large Language Model
by: Noels, Sander, et al.
Published: (2024)

Beyond Turing Test: Can GPT-4 Sway Experts' Decisions?
by: Takayanagi, Takehiro, et al.
Published: (2024)