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LSEG MarketPsych Text Tagging Engine

An Tagging-as-a-service platform for financial text analytics
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LSEG MarketPsych Text Tagging Engine
A Tagging-as-a-service platform for financial text analytics
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The LSEG MarketPsych’s Text Tagging Engine is a Tagging-as-a-service platform for financial analytics. The Tagging Engine was developed to rapidly process large volumes of unstructured text from financial sources, including news, social media, filings, transcripts, and brokerage research. Clients use the Tagging Engine to generate standardized insights from their unstructured text.

The Tagging Engine identifies and tags millions of entities, thousands of topics and events, and categorizes financial, ESG, and commodities sentiment. The Tagging Engine can be deployed on premises or in the cloud.

Applications

Real-Time Nowcasting
Feed real-time text data into our system to receive instant insights, enabling you to make informed decisions quickly.
Research Capabilities
Efficiently navigate through extensive libraries of documents to identify key relationships between entities, market trends, and thematic developments.
Risk Identification
Automate detecting and monitoring risks within textual data. Perform KYC and monitor negative news with over 300 risk-related topics and events flagged for millions of entities.
ESG Insights
With coverage of over 200 ESG topics and a sentiment analysis model fine-tuned for ESG discourse, gain nuanced insights from ESG reports.
Customer Insight and Engagement
Understand client preferences and concerns regarding your financial products and services.
Market Sentiment Analysis
Input real-time news, analyst reports, and social media feeds to gauge market sentiment.
Regulatory Monitoring
Analyze regulatory changes with automated monitoring of regulatory texts.
Fraud Detection and Prevention
Enhance your fraud detection capabilities by analyzing transaction narratives, communication patterns, and reports.

Key Features

Entity Recognition
The Text Tagging Engine’s AI-driven Named Entity Recognition (NER) system tags over 20 entity types, including companies, products, currencies, bonds, ETFs, commodities, and places. It additionally links over 130,000 of those entities to LSEG’s PermID for seamless data integration.
Apple Org (PermID: 4295905573) announces new
iPhone Product in California Region
Topic and Event Insights
The Text Tagging Engine covers an extensive profile of 1,000+ topics and 4,000+ events across categories such as finance, environmental issues, politics, law, and technology. Topics are organized in a hierarchical taxonomy for easy navigation.
BYD’s new electric model Topic: EV will be unveiled
Event: EV-Launch in August
Sentiment and Emotion Analysis
Leveraging three fine-tuned classifiers, the Text Tagging Engine quantifies the sentiment and emotional undertones in text, offering insights into market sentiment, ESG considerations, and commodity market dynamics, along with a spectrum of 10 emotional tones.
Sony’s earnings beat analyst expectations.
Financial sentiment: +98%
Analysts are dissatisfied with the company’s progress toward climate targets.
Disappointment: +26%, ESG sentiment: -98%
Aggregated product sentiment using Text Tagging Engine outputAggregated product sentiment using Text Tagging Engine output
Figure: Aggregated product sentiment using Text Tagging Engine output

Output and Accessibility

The Text Tagging Engine outputs its analytics in JSON format, ensuring compatibility and ease of integration with existing systems. The output provides detailed, sentence-by-sentence insights.
Figure 1:Figure 1:
Figure: Depiction of Text Tagging Engine’s JSON output
Depiction of Text Tagging Engine’s JSON outputDepiction of Text Tagging Engine’s JSON output
Figure: Installation Workflow
Text Tagging Engine is available for deployment in multiple environments: on-premises, cloud-based, and via API. MarketPsych’s tech team provides hosting advice, retrieval, and visualization guidance for the detailed analytics.

Getting Started

For those interested in integrating the Text Tagging Engine into their workflow, MarketPsych offers detailed support and a complimentary trial for institutions seeking to leverage the Tagging Engine’s analytical power.
For further information or to arrange a demonstration, please contact[email protected]