Stock Movement Prediction with Financial News using Contextualized Embedding from BERT

19 July 2021

Papers citing "Stock Movement Prediction with Financial News using Contextualized Embedding from BERT"

14 / 14 papers shown

Title
Machine Learning Classification Methods and Portfolio Allocation: An Examination of Market Efficiency Yang Bai Kuntara Pukthuanthong 23 1 0 04 Aug 2021
FinBERT: A Pretrained Language Model for Financial Communications Yi Yang Mark Christopher Siy Uy Allen H Huang AIFin AI4CE 73 237 0 15 Jun 2020
From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations Luciano Del Corro Johannes Hoffart AIFin 37 3 0 26 Jan 2020
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 236 8,451 0 19 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 206 3,531 0 19 Aug 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 439 1,907 0 29 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,565 0 15 Feb 2018
Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction Ziniu Hu Weiqing Liu Jiang Bian Xuanzhe Liu Tie-Yan Liu 47 308 0 06 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 795 132,454 0 12 Jun 2017
Sentiment Analysis of Twitter Data for Predicting Stock Market Movements Venkata Sasank Pagolu Kamala Challa G. Panda B. Majhi AIFin 59 359 0 28 Oct 2016
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 259 6,791 0 03 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,565 0 16 Oct 2013
Predicting Abnormal Returns From News Using Text Classification Ronny Luss Alexandre d’Aspremont AIFin 87 154 0 16 Sep 2008