Aspect-Based Financial Sentiment Analysis using Deep Learning

Author:

Jangid Hitkul1,Singhal Shivangi1,Shah Rajiv Ratn1,Zimmermann Roger2

Affiliation:

1. IIIT-Delhi, Delhi, India

2. National University of Singapore, Singapore, Singapore

Publisher

ACM Press

Reference15 articles.

1. Piotr Bojanowski, Edouard Grave, Armand Joulin, and Tomas Mikolov. 2016. Enriching Word Vectors with Subword Information. arXiv preprint arXiv:1607.04606 (2016).

2. Jasper Friedrichs Debanjan Mahata, Shubham Gupta. 2017. InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter. In Proceedings of the Second Workshop on Social Media Mining for Health Applications (SMM4H). Health Language Processing Laboratory; 2017, Vol. 1996. 68--71.

3. CJ Hutto Eric Gilbert. 2014. Vader: A parsimonious rule-based model for sentiment analysis of social media text. In Eighth International Conference on Weblogs and Social Media (ICWSM-14). Available at (20/04/16) http://comp. social. gatech. edu/papers/icwsm14. vader. hutto. pdf.

4. Fréderic Godin, Baptist Vandersmissen, Wesley De Neve, and Rik Van de Walle. 2015. Multimedia Lab @ ACL WNUT NER Shared Task: Named Entity Recognition for Twitter Microposts using Distributed Word Representations. In Proceedings of the Workshop on Noisy User-generated Text. 146--153.

5. Soufian Jebbara and Philipp Cimiano. 2016. Aspect-Based Sentiment Analysis Using a Two-Step Neural Network Architecture. In Semantic Web Challenges, Harald Sack, Stefan Dietze, Anna Tordai, and Christoph Lange (Eds.). Springer International Publishing, Cham, 153--167.

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