Sophia Ananiadou

1. FinBen: A Holistic Financial Benchmark for Large Language Models
   2024/02/20 by Qianqian Xie, Xie, Qianqian, Weiguang Han +63 · 30 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Finance #and Science (cs.CE)
2. Transformer for Graphs: An Overview from Architecture Perspective
   2022/02/17 by Erxue Min, Runfa Chen, Min, Erxue +17 · 12 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
3. Large Language Models in Mental Health Care: a Scoping Review
   2024/01/01 by Yining Hua, Hua, Yining, Fenglin Liu +18 · 14 citations
   Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing
4. ChatGPT as a Factual Inconsistency Evaluator for Text Summarization
   2023/03/27 by Zheheng Luo, Qianqian Xie, Luo, Zheheng +3 · 11 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
5. MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
   2024/03/25 by Kailai Yang, Yang, Kailai, Zhiwei Liu +9 · 12 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
6. Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
   2024/08/20 by Jimin Huang, Mengxi Xiao, Huang, Jimin +76 · 11 citations
   Decision Sciences · Business, Management and Accounting · Computer Science · #Stock Market Forecasting Methods #FinTech, Crowdfunding, Digital Finance #Mathematics, Computing, and Information Processing
7. Rethinking Large Language Models in Mental Health Applications
   2023/11/19 by Shaoxiong Ji, Tianlin Zhang, Ji, Shaoxiong +7 · 6 citations
   Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health via Writing #Topic Modeling
8. FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
   2025/02/17 by Guojun Xiong, Zhiyang Deng, Xiong, Guojun +23 · 13 citations
   Economics, Econometrics and Finance · Decision Sciences · #Complex Systems and Time Series Analysis #Financial Markets and Investment Strategies #Stock Market Forecasting Methods
9. Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs
   2019/08/31 by Fenia Christopoulou, Makoto Miwa, Christopoulou, Fenia +3 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
10. Readability Controllable Biomedical Document Summarization
    2022/10/10 by Zheheng Luo, Qianqian Xie, Luo, Zheheng +3 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
11. Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis
    2024/09/21 by Zeping Yu, Yu, Zeping, Sophia Ananiadou +1 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural Networks and Applications
12. Zero-shot Temporal Relation Extraction with ChatGPT
    2023/04/11 by Chenhan Yuan, Yuan, Chenhan, Qianqian Xie +3 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
13. Learning Disentangled Representations of Negation and Uncertainty
    2022/04/01 by Jake Vasilakes, Vasilakes, Jake, Chrysoula Zerva +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
14. HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection
    2024/08/06 by Yuxin Wang, Wang, Yuxin, Duanyu Feng +12 · 6 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Scientific Computing and Data Management
15. Retrieval-augmented Large Language Models for Financial Time Series Forecasting
    2025/02/09 by Mengxi Xiao, Xiao, Mengxi, Zihao Jiang +22 · 8 citations
    Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Advanced Text Analysis Techniques #Time Series Analysis and Forecasting
16. Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models
    2025/02/15 by Zeping Yu, Yonatan Belinkov, Yu, Zeping +3 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
17. CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization
    2023/01/26 by Zheheng Luo, Luo, Zheheng, Qianqian Xie +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
18. Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health
    2023/04/20 by Shaoxiong Ji, Ji, Shaoxiong, Tianlin Zhang +9 · 3 citations
    Psychology · Computer Science · #Mental Health via Writing #Topic Modeling
19. Selective Preference Optimization via Token-Level Reward Function Estimation
    2024/08/24 by Kailai Yang, Yang, Kailai, Zhiwei Liu +9 · 5 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
20. Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer
    2022/01/25 by Erxue Min, Min, Erxue, Yu Rong +15 · 2 citations
    Computer Science · Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Digital Marketing and Social Media #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
21. From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models
    2025/08/19 by Ziyan Kuang, Kuang, Ziyan, Feiyu Zhu +19 · 1 voice · 2 citations
    Computer Science · Decision Sciences · #Computational Engineering #FOS: Computer and information sciences #Finance #Stock Market Forecasting Methods #and Science (cs.CE) #cs.CE
22. Break the Checkbox: Challenging Closed-Style Evaluations of Cultural Alignment in LLMs
    2025/02/12 by Mohsinul Kabir, Kabir, Mohsinul, Ajwad Abrar +3 · 4 citations
    Social Sciences · Health Professions · Arts and Humanities · #Artificial Intelligence in Law #Interpreting and Communication in Healthcare #Translation Studies and Practices
23. No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks
    2024/03/10 by Gang Hu, Hu, Gang, Ke Qin +15 · 2 citations
    Business, Management and Accounting · #Private Equity and Venture Capital
24. Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
    2025/02/26 by Xueqing Peng, Peng, Xueqing, Triantafillos Papadopoulos +17 · 5 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Stock Market Forecasting Methods #Topic Modeling
25. A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models
    2023/04/18 by Qianqian Xie, Zheheng Luo, Xie, Qianqian +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
26. FinAudio: A Benchmark for Audio Large Language Models in Financial Applications
    2025/03/26 by Yupeng Cao, Haohang Li, Cao, Yupeng +22 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Multimedia (cs.MM) #Music and Audio Processing #and Science (cs.CE)