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The task of financial analysis primarily encompasses two key areas: stock trend prediction and the corresponding financial question answering.
Finbert: Financial sentiment analysis with pre-trained language models
Dogu Araci. 2019 · 1908
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Www’18 open challenge: financial opinion mining and question answering
Macedo Maia, Siegfried Handschuh, André Freitas, Brian Davis, Ross McDermott, Manel Zarrouk, and Alexandra Balahur. 2018 · 1942
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Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks
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How twitter is changing the nature of financial news discovery
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A review of recurrent neural networks: Lstm cells and network architectures
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Impact of news on the commodity market: Dataset and results
Ankur Sinha and Tanmay Khandait. 2020 · 2020
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Akshare - a financial online documentation
AKshare. 2021 · 2021
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Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, et al. 2021 · 2021
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Neural machine translation with monolingual translation memory
Deng Cai, Yan Wang, Huayang Li, Wai Lam, and Lemao Liu. 2021 · 2021
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Huayang Li, Yixuan Su, Deng Cai, Yan Wang, and Lemao Liu. 2022 · 2022
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Sgpt: Gpt sentence embeddings for semantic search
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Training language models to follow instructions with human feedback
Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, et al. 2022 · 2022
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A comprehensive review on multiple hybrid deep learning approaches for stock prediction
Jaimin Shah, Darsh Vaidya, and Manan Shah. 2022 · 2022
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Self-contradictory hallucinations of large language models: Evaluation, detection and mitigation
Niels Mündler, Jingxuan He, Slobodan Jenko, and Martin Vechev. 2023 · 2023
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Datayes - financial data and analytics platform
DataYes. 2021 · 2021
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Retrieval-augmented generation for knowledge-intensive nlp tasks
Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen tau Yih, Tim Rocktäschel, Sebastian Riedel, and Douwe Kiela. 2021 · 2021
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Impact of news on the commodity market: Dataset and results
Ankur Sinha and Tanmay Khandait. 2021 · 2021
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Tushare - a financial data interface
Tushare. 2021 · 2021
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Finqa: A dataset of numerical reasoning over financial data
Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Huang, Bryan Routledge, and William Yang Wang. 2022a
Cited in the paper.
Convfinqa: Exploring the chain of numerical reasoning in conversational finance question answering
Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, and William Yang Wang. 2022b
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Bloomberggpt: A large language model for finance
Shijie Wu, Ozan Irsoy, Steven Lu, Vadim Dabravolski, Mark Dredze, Sebastian Gehrmann, Prabhanjan Kambadur, David Rosenberg, and Gideon Mann. 2023 · 2023
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C-pack: Packaged resources to advance general chinese embedding
Shitao Xiao, Zheng Liu, Peitian Zhang, and Niklas Muennighoff. 2023 · 2023
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Pixiu: A large language model, instruction data and evaluation benchmark for finance
Qianqian Xie, Weiguang Han, Xiao Zhang, Yanzhao Lai, Min Peng, Alejandro Lopez-Lira, and Jimin Huang. 2023 · 2023
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Boyu Zhang, Hongyang Yang, and Xiao-Yang Liu. 2023 · 2023
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