Georgi Nenkov Georgiev
Georgi Nenkov Georgiev has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Fan Zhang, Daniil Orel, Debopriyo Banerjee.
OpenAlex · h-index 1 · 1 works · 1 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 51 times in our library · ⭐ Paper Stars ranking: #6968
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 worksBusiness, Management and Accounting · 1 workManagement Information Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workEvaluation & benchmarks · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Factuality of Large Language Models: A Survey (2024 · 77 citations)
Chat-oriented LLMs often give confident answers that contradict real-world facts, which limits their use in practice. - FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning (2026 · 10 citations)
Current financial QA benchmarks such as FinQA and ConvFinQA mostly score the final number a model produces. - FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure (2026 · 3 citations)
Most LLM tools that extract and condense corporate financial statements are built for one market. They assume a single accounting taxonomy and filing format, which fails investors studying foreign firms. Across markets, similarly named line items can differ in meaning, equivalent concepts can carry different labels…
Co-authors here
- Fan Zhang ×2
- Daniil Orel
- Debopriyo Banerjee
- Dhruv Sahnan
- Fei Liu
- Hachem Madmoun
- Jimin Huang
- Jinyan Su
- Lingfei Qian
- Minghan Wang
- Muhammad Arslan Manzoor
- Preslav Nakov
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2024
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