Author

Kemal Kirtac

Observed names: K. Kirtac, Kirtac, Kemal

Institutions: University of Warwick, University College London, Istanbul Technical University

Observed institutions: University of Warwick, University College London, Istanbul Technical University

ORCID: 0009-0007-2044-1830

Observed ORCIDs: 0009-0007-2044-1830, 0009-0001-0461-3782

OpenAlex ID: A5108909107

Sentiment trading with large language models

2024 · Kemal Kirtac, Guido Germano · Finance research letters · 115

Enhanced Financial Sentiment Analysis and Trading Strategy Development Using Large Language Models

2024 · Kemal Kirtac, Guido Germano · Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA) · 11

Large language models in finance: estimating financial sentiment for stock prediction

2025 · K. Kirtac, G. Germano · SSRN Electronic Journal · 6

Leveraging LLM-based sentiment analysis for portfolio optimization with proximal policy optimization

2025 · Kemal Kirtac, Guido Germano · Workshop for Research on Agent Language Models (REALM) · 5

Leveraging LLM-Based Sentiment Analysis for Portfolio Optimization with Proximal Policy Optimization

2025 · Kemal Kirtac, G. Germano · SSRN Electronic Journal · 4

ETH-TraceBench: A Large-Scale Event-Stream Benchmark for Ethereum DeFi under Temporal, Protocol, and Contract Shift

2026 · Kirtac, Kemal, Maple, Carsten · arXiv (Cornell University)

The Impact of Media Sentiment on Spac Returns: Hype or Reality?

2026 · Kemal Kirtac, Guido Germano · Data-Driven Modelling

Friends, foes, or both? A systematic review of investor coopetition in early-stage ventures

2026 · Kemal Kirtac, Deniz Tuncalp · Management Review Quarterly

Learning to Aggregate Zero-Shot LLM Agents for Corporate Disclosure Classification

2026 · Kirtac, Kemal · arXiv (Cornell University)

Evaluating Large Language Model News Sentiment in Finance under Liquidity and Market Frictions

2026 · Kemal Kirtac · Workshop on Evaluating Evaluations (EvalEval)

MFAST-Chain: A Tradability-Screened Expert System for On-Chain Event Trading

2026 · Kemal Kirtac · SSRN Electronic Journal

Financial Language Models as Applied Artificial Intelligence Systems for News-Based Trading under Market Frictions

2026 · Kemal Kirtac · SSRN Electronic Journal

Works count: 15

Citation count: 141

H-index: 4

I10-index: 2