FinNLP-FNP-LLMFinLegal-2025 Shared Task: Financial Misinformation Detection Challenge Task. - Zhiwei Liu 003; Keyi Wang; Zhuo Bao; Xin Zhang 108; Jiping Dong; Kailai Yang; Mohsinul Kabir; Polydoros Giannouris; Rui Xing; Seongchan Park; Jaehong Kim; Dong Li; et al. (COLING Workshops, 2025)

Improving multilabel text emotion detection with emotion interrelation anchors. - Polydoros Giannouris; Vasileios Mygdalis; Ioannis Pitas (Nat. Lang. Process. J., 2025)

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance. - Xueqing Peng; Triantafillos Papadopoulos; Efstathia Soufleri; Polydoros Giannouris; Ruoyu Xiang; Yan Wang; Lingfei Qian; Jimin Huang; Qianqian Xie; Sophia Ananiadou (CoRR, 2025)

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation. - Xueqing Peng; Lingfei Qian; Yan Wang; Ruoyu Xiang; Yueru He; Yang Ren; Mingyang Jiang; Jeff Zhao; Huan He; Yi Han; Yun Feng; Yuechen Jiang; et al. (CoRR, 2025)