Lingfei Qian

According to our database, Lingfei Qian authored at least 20 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Yupeng Cao, Haohang Li, Yangyang Yu, Xiaoyu Wang, Penglei Gao, Shengyuan Lin, Keyi Wang, Shanshan Yang, Yilun Zhao, Zhiwei Liu, Peng Lu, Jerry Huang, Suyuchen Wang, Triantafillos Papadopoulos, Polydoros Giannouris, Efstathia Soufleri, Nuo Chen, Guojun Xiong, Zhiyang Deng, Yijia Zhao, Mingquan Lin, Meikang Qiu, Kaleb E. Smith, Arman Cohan, Xiao-Yang Liu, Jimin Huang, Alejandro Lopez-Lira, Xi Chen, Junichi Tsujii, Jian-Yun Nie, Sophia Ananiadou, Qianqian Xie

CoRR, June, 2025

MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs.

Zhiwei Liu, Lingfei Qian, Qianqian Xie, Jimin Huang, Kailai Yang, Sophia Ananiadou

CoRR, May, 2025

FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information.

Yan Wang, Yang Ren, Lingfei Qian, Xueqing Peng, Keyi Wang, Yi Han, Dongji Feng, Xiao-Yang Liu, Jimin Huang, Qianqian Xie

CoRR, May, 2025

MRDCA: a multimodal approach for fine-grained fake news detection through integration of RoBERTa and DenseNet based upon fusion mechanism of co-attention.

Lingfei Qian, Ruipeng Xu, Zhipeng Zhou

Ann. Oper. Res., May, 2025

OrdRankBen: A Novel Ranking Benchmark for Ordinal Relevance in NLP.

Yan Wang, Lingfei Qian, Xueqing Peng, Jimin Huang, Dongji Feng

CoRR, March, 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, February, 2025

Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance.

Lingfei Qian, Weipeng Zhou, Yan Wang, Xueqing Peng, Jimin Huang, Qianqian Xie

CoRR, February, 2025

Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models.

Mengxi Xiao, Zihao Jiang, Lingfei Qian, Zhengyu Chen, Yueru He, Yijing Xu, Yuechen Jiang, Dong Li, Ruey-Ling Weng, Min Peng, Jimin Huang, Sophia Ananiadou, Qianqian Xie

CoRR, February, 2025

Medical foundation large language models for comprehensive text analysis and beyond.

Qianqian Xie, Qingyu Chen, Aokun Chen, Cheng Peng, Yan Hu, Fongci Lin, Xueqing Peng, Jimin Huang, Jeffrey Zhang, Vipina Kuttichi Keloth, Xinyu Zhou, Lingfei Qian, Huan He, Dennis L. Shung, Lucila Ohno-Machado, Yonghui Wu, Hua Xu, Jiang Bian

npj Digit. Medicine, 2025

CDEMapper: enhancing National Institutes of Health common data element use with large language models.

Yan Wang, Jimin Huang, Huan He, Vincent Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong

J. Am. Medical Informatics Assoc., 2025

A Novel Prompt Engineering Framework of Large Language Models for Detecting Gout Flares.

Lingfei Qian, Qinhan Hu, Qianqian Xie, Eugenia Yupei Chock, Hua Xu, Hong Na

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.

Haohang Li, Yupeng Cao, Yangyang Yu, Shashidhar Reddy Javaji, Zhiyang Deng, Yueru He, Yuechen Jiang, Zining Zhu, K. P. Subbalakshmi, Jimin Huang, Lingfei Qian, Xueqing Peng, Jordan W. Suchow, Qianqian Xie

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.

Haohang Li, Yupeng Cao, Yangyang Yu, Shashidhar Reddy Javaji, Zhiyang Deng, Yueru He, Yuechen Jiang, Zining Zhu, Koduvayur Subbalakshmi, Guojun Xiong, Jimin Huang, Lingfei Qian, Xueqing Peng, Qianqian Xie, Jordan W. Suchow

CoRR, 2024

CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models.

Yan Wang, Jimin Huang, Huan He, Vincent J. Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong

CoRR, 2024

2023

Multi-perspective respondent representations for answer ranking in community question answering.

Lingfei Qian, Jian Wang, Hongfei Lin, Liang Yang

Inf. Sci., May, 2023

Fault Diagnosis Combining Power Grid and Communication System Based on Graph Neural Network.

Lingfei Qian, Zixin Zhou, Xinzhong Cai, Pengyu Zhu

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

2022

Heterogeneous information network embedding based on multiperspective metapath for question routing.

Lingfei Qian, Jian Wang, Hongfei Lin, Bo Xu, Liang Yang

Knowl. Based Syst., 2022

Multi-hop interactive attention based classification network for expert recommendation.

Lingfei Qian, Jian Wang, Hongfei Lin, Liang Yang, Yu Zhang

Neurocomputing, 2022

2021

HAN-ReGRU: hierarchical attention network with residual gated recurrent unit for emotion recognition in conversation.

Hui Ma, Jian Wang, Lingfei Qian, Hongfei Lin

Neural Comput. Appl., 2021

2017

First Place Solution for NLPCC 2017 Shared Task Social Media User Modeling.

Lingfei Qian, Anran Wang, Yan Wang, Yuhang Huang, Jian Wang, Hongfei Lin

Proceedings of the Natural Language Processing and Chinese Computing, 2017