Xueqing Peng
Xueqing Peng has 5 papers in our library, in 2024–2026, most of them on Evaluation & benchmarks, Multilingual & cross-lingual NLP, Low-resource languages; often with Lingfei Qian, Jimin Huang, Qianqian Xie.
OpenAlex · ORCID · h-index 21 · 66 works · 1,691 citations OpenAlex, 2026-10-14
📄 5 works in our library · 🔗 Cited 67 times in our library · ⭐ Paper Stars ranking: #7001
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 5 worksComputer Science · 5 worksArtificial Intelligence · 5 worksLanguage and Linguistics · 5 worksHealth Informatics · 1 workMedicine · 1 workDecision Sciences · 1 workManagement Science and Operations Research · 1 workComputer Vision and Pattern Recognition · 2 works
🧭 Topics 5Research subjects and languages the work is about.Evaluation & benchmarks · 2 worksLow-resource languages · 1 workReasoning · 1 workMultilingual & cross-lingual NLP · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Me LLaMA: Foundation Large Language Models for Medical Applications (2024 · 33 citations)
General-domain open LLMs such as LLaMA often lack specialized medical knowledge. Commercial systems like ChatGPT and GPT-4 are closed and hard to customize. Earlier open medical models seldom combined continual pre-training with instruction tuning, rarely drew on clinical notes and were evaluated mostly on QA. The… - INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent (2025 · 29 citations)
LLM-based agents for finance are usually built for one narrow job, such as trading a single stock or only crypto, and are often tested on proprietary data. - Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance (2025 · 12 citations)
Greek financial text has been largely neglected by LLM research. Greek has rich morphology and few domain resources, and no benchmark has targeted Greek finance specifically. The authors fill this gap with Plutus-ben, an evaluation suite of six tasks: recognizing named entities in both numeric and textual forms… - 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. - MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application (2026 · 4 citations)
Financial work draws on documents in many languages and formats, such as scanned filings, charts, and earnings-call audio.
Co-authors here
- Lingfei Qian ×5
- Jimin Huang ×4
- Qianqian Xie ×2
- Ruoyu Xiang ×2
- Yan Wang ×2
- Yueru He ×2
- Cheng Peng
- Daniil Orel
- Debopriyo Banerjee
- Dhruv Sahnan
- Efstathia Soufleri
- Fan Zhang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×5: ACL 2026 ×2, ACL 2025
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics
Cited by
Updated
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