Jimin Huang
Jimin Huang
The Fin AI
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PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance
Q Xie, W Han, X Zhang, Y Lai, M Peng, A Lopez-Lira, J Huang
Advances in Neural Information Processing Systems 36, 2024
Neural sparse topical coding
M Peng, Q Xie, Y Zhang, H Wang, XJ Zhang, J Huang, G Tian
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
The wall street neophyte: A zero-shot analysis of chatgpt over multimodal stock movement prediction challenges
Q Xie, W Han, Y Lai, M Peng, J Huang
arXiv preprint arXiv:2304.05351, 2023
Graph topic neural network for document representation
Q Xie, J Huang, P Du, M Peng, JY Nie
Proceedings of the Web Conference 2021, 3055-3065, 2021
Gretel: Graph contrastive topic enhanced language model for long document extractive summarization
Q Xie, J Huang, T Saha, S Ananiadou
arXiv preprint arXiv:2208.09982, 2022
Graph neural collaborative topic model for citation recommendation
Q Xie, Y Zhu, J Huang, P Du, JY Nie
ACM Transactions on Information Systems (TOIS) 40 (3), 1-30, 2021
Inductive topic variational graph auto-encoder for text classification
Q Xie, J Huang, P Du, M Peng, JY Nie
proceedings of the 2021 conference of the North American chapter of the …, 2021
Mentalllama: Interpretable mental health analysis on social media with large language models
K Yang, T Zhang, Z Kuang, Q Xie, S Ananiadou
arXiv preprint arXiv:2309.13567, 2023
Neural variational sparse topic model for sparse explainable text representation
Q Xie, P Tiwari, D Gupta, J Huang, M Peng
Information Processing & Management 58 (5), 102614, 2021
Coherent topic hierarchy: A strategy for topic evolutionary analysis on microblog feeds
J Zhu, X Li, M Peng, J Huang, T Qian, J Huang, J Liu, R Hong, P Liu
International conference on web-age information management, 70-82, 2015
Mass of short texts clustering and topic extraction based on frequent itemsets
M Peng, J Huang, J Zhu, J Huang, J Liu
Journal of Computer Research & Development 52 (9), 1941-1953, 2015
Back to the future: Towards explainable temporal reasoning with large language models
C Yuan, Q Xie, J Huang, S Ananiadou
arXiv preprint arXiv:2310.01074, 2023
LAiW: A Chinese legal large language models benchmark (a technical report)
Y Dai, D Feng, J Huang, H Jia, Q Xie, Y Zhang, W Han, W Tian, H Wang
arXiv preprint arXiv:2310.05620, 2023
Graph relational topic model with higher-order graph attention auto-encoders
Q Xie, J Huang, P Du, M Peng
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021
Empowering many, biasing a few: Generalist credit scoring through large language models
D Feng, Y Dai, J Huang, Y Zhang, Q Xie, W Han, A Lopez-Lira, H Wang
arXiv preprint arXiv:2310.00566, 2023
Discriminative regularized deep generative models for semi-supervised learning
Q Xie, J Huang, M Peng, Y Zhang, K Peng, H Wang
2019 IEEE international conference on data mining (ICDM), 658-667, 2019
The FinBen: An Holistic Financial Benchmark for Large Language Models
Q Xie, W Han, Z Chen, R Xiang, X Zhang, Y He, M Xiao, D Li, Y Dai, ...
arXiv preprint arXiv:2402.12659, 2024
Select and trade: Towards unified pair trading with hierarchical reinforcement learning
W Han, B Zhang, Q Xie, M Peng, Y Lai, J Huang
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
Improving distant supervision of relation extraction with unsupervised methods
M Peng, J Huang, Z Sun, S Wang, H Wang, G Zhuo, G Tian
Web Information Systems Engineering–WISE 2016: 17th International Conference …, 2016
Transformer for graphs: An overview from architecture perspective. arXiv, 2022
E Min, R Chen, Y Bian, T Xu, K Zhao, W Huang, P Zhao, J Huang, ...
arXiv preprint arXiv:2202.08455, 0
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