Fetching the paper…
Reading the bibliography…
The U.S.
Predicting risk from financial reports with regression
Shimon Kogan, Dimitry Levin, Bryan R Routledge, Jacob S Sagi, and Noah A Smith. 2009 · 2009
Earlier work this paper cites.
Financial sentiment analysis for risk prediction
Chuan-Ju Wang, Ming-Feng Tsai, Tse Liu, and Chin-Ting Chang. 2013 · 2013
Earlier work this paper cites.
On the importance of text analysis for stock price prediction
Heeyoung Lee, Mihai Surdeanu, Bill MacCartney, and Dan Jurafsky. 2014 · 2014
Earlier work this paper cites.
Good debt or bad debt: Detecting semantic orientations in economic texts
Pekka Malo, Ankur Sinha, Pekka Korhonen, Jyrki Wallenius, and Pyry Takala. 2014 · 2014
Earlier work this paper cites.
The extreme classification repository: Multi-label datasets and code
K. Bhatia, K. Dahiya, H. Jain, P. Kar, A. Mittal, Y. Prabhu, and M. Varma. 2016 · 2016
Earlier work this paper cites.
A multilayer perceptron based ensemble technique for fine-grained financial sentiment analysis
Md Shad Akhtar, Abhishek Kumar, Deepanway Ghosal, Asif Ekbal, and Pushpak Bhattacharyya. 2017 · 2017
Earlier work this paper cites.
A corpus of corporate annual and social responsibility reports: 280 million tokens of balanced organizational writing
Sebastian GM Händschke, Sven Buechel, Jan Goldenstein, Philipp Poschmann, Tinghui Duan, Peter Walgenbach, and Udo Hahn. 2018 · 2018
Earlier work this paper cites.
Economic event detection in company-specific news text
Gilles Jacobs, Els Lefever, and Veronique Hoste. 2018 · 2018
Earlier work this paper cites.
Causality analysis of twitter sentiments and stock market returns
Narges Tabari, Piyusha Biswas, Bhanu Praneeth, Armin Seyeditabari, Mirsad Hadzikadic, and Wlodek Zadrozny. 2018 · 2018
Earlier work this paper cites.
Group, extract and aggregate: Summarizing a large amount of finance news for forex movement prediction
Deli Chen, Shuming Ma, Keiko Harimoto, Ruihan Bao, Qi Su, and Xu Sun. 2019 · 2019
Earlier work this paper cites.
CoFiF: A corpus of financial reports in French language
Tobias Daudert and Sina Ahmadi. 2019 · 2019
Cited alongside, same era.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Financial event extraction using wikipedia-based weak supervision
Liat Ein Dor, Ariel Gera, Orith Toledo-Ronen, Alon Halfon, Benjamin Sznajder, Lena Dankin, Yonatan Bilu, Yoav Katz, and Noam Slonim. 2019 · 2019
Cited alongside, same era.
Transfer learning for named entity recognition in financial and biomedical documents
Sumam Francis, Jordy Van Landeghem, and Marie-Francine Moens. 2019 · 2019
Cited alongside, same era.
Using annual report sentiment as a proxy for financial distress in us banks
Priyank Gandhi, Tim Loughran, and Bill McDonald. 2019 · 2019
Cited alongside, same era.
Forecasting firm material events from 8-k reports
Shuang Sophie Zhai and Zhu Drew Zhang. 2019 · 2019
Later among the works it cites.
Proceedings of the Second Workshop on Financial Technology and Natural Language Processing . -, Kyoto, Japan
Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, and Hsin-Hsi Chen, editors. 2020 · 2020
Later among the works it cites.
Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation . COLING, Barcelona, Spain (Online)
Dr Mahmoud El-Haj, Dr Vasiliki Athanasakou, Dr Sira Ferradans, Dr Catherine Salzedo, Dr Ans Elhag, Dr Houda Bouamor, Dr Marina Litvak, Dr Paul Rayson, Dr George Giannakopoulos, and Nikiforos Pittaras, editors. 2020 · 2020
Later among the works it cites.
Using textual analysis to identify merger participants: Evidence from the us banking industry
Apostolos G Katsafados, Ion Androutsopoulos, Ilias Chalkidis, Emmanouel Fergadiotis, George N Leledakis, and Emmanouil G Pyrgiotakis. 2021 · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Proceedings of the Second Workshop on Economics and Natural Language Processing . Association for Computational Linguistics, Hong Kong
Udo Hahn, Véronique Hoste, and Zhu Zhang, editors. 2019 · 2019
Cited alongside, same era.
Economic causal-chain search using text mining technology
Kiyoshi Izumi and Hiroki Sakaji. 2019 · 2019
Cited alongside, same era.
Leveraging bert to improve the fears index for stock forecasting
Linyi Yang, Ruihai Dong, Tin Lok James Ng, and Yang Xu. 2019 · 2019
Cited alongside, same era.
Attentionxml: Label tree-based attention-aware deep model for high-performance extreme multi-label text classification
Ronghui You, Zihan Zhang, Ziye Wang, Suyang Dai, Hiroshi Mamitsuka, and Shanfeng Zhu. 2019 · 2019
Cited alongside, same era.
Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, and Prodromos Malakasiotis. 2021 · 2021
Later among the works it cites.
Finer: Financial numeric entity recognition for xbrl tagging
Lefteris Loukas, Manos Fergadiotis, Ilias Chalkidis, Eirini Spyropoulou, Prodromos Malakasiotis, Ion Androutsopoulos, and Georgios Paliouras. 2022 · 2022
Later among the works it cites.
Ectsum: A new benchmark dataset for bullet point summarization of long earnings call transcripts
Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, and Pawan Goyal. 2022 · 2022
Later among the works it cites.
A generative approach for financial causality extraction
Tapas Nayak, Soumya Sharma, Yash Butala, K. Dasgupta, Pawan Goyal, and Niloy Ganguly. 2022 · 2022
Later among the works it cites.
Finred: A dataset for relation extraction in financial domain
Soumya Sharma, Tapas Nayak, Arusarka Bose, Ajay Kumar Meena, K. Dasgupta, Niloy Ganguly, and Pawan Goyal. 2022 · 2022
Later among the works it cites.