Impact of News on the Commodity Market: Dataset and Results

[1]  Dogu Araci,et al.  FinBERT: Financial Sentiment Analysis with Pre-trained Language Models , 2019, ArXiv.

[2]  Ankur Sinha,et al.  Buy, sell or hold: entity-aware classification of business news , 2019 .

[3]  Pushpak Bhattacharyya,et al.  IITP at SemEval-2017 Task 5: An Ensemble of Deep Learning and Feature Based Models for Financial Sentiment Analysis , 2017, *SEMEVAL.

[4]  Paul Rayson,et al.  Lancaster A at SemEval-2017 Task 5: Evaluation metrics matter: predicting sentiment from financial news headlines , 2017, *SEMEVAL.

[5]  Jiancheng Shen,et al.  News and Social Media Emotions in the Commodity Market , 2017 .

[6]  Fabio Spagnolo,et al.  Macro News and Commodity Returns , 2015, SSRN Electronic Journal.

[7]  Jeffrey Pennington,et al.  GloVe: Global Vectors for Word Representation , 2014, EMNLP.

[8]  Yoshua Bengio,et al.  Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.

[9]  Ankur Sinha,et al.  Gold-standard for Topic-specific Sentiment Analysis of Economic Texts , 2014, LREC.

[10]  Ankur Sinha,et al.  Learning the Roles of Directional Expressions and Domain Concepts in Financial News Analysis , 2013, 2013 IEEE 13th International Conference on Data Mining Workshops.

[11]  L. Smales,et al.  News Sentiment in the Gold Futures Market , 2013 .

[12]  Pekka Korhonen,et al.  Good debt or bad debt: Detecting semantic orientations in economic texts , 2013, J. Assoc. Inf. Sci. Technol..

[13]  Saket Srivastava,et al.  Modeling movements in oil, gold, forex and market indices using search volume index and Twitter sentiments , 2012, WebSci.

[14]  Johan Bollen,et al.  Predicting Financial Markets: Comparing Survey,News, Twitter and Search Engine Data , 2011, ArXiv.

[15]  Nikolaus Hautsch,et al.  When machines read the news: Using automated text analytics to quantify high frequency news-implied market reactions , 2011 .

[16]  Stephen F. LeRoy.  Efficient Market Hypothesis , 2010 .

[17]  Marco Rossi,et al.  The Effects of Economic News on Commodity Prices: Is Gold Just Another Commodity? , 2009, SSRN Electronic Journal.

[18]  A. Niessen,et al.  How do commodity futures respond to macroeconomic news? , 2008 .

[19]  Michael C. S. Wong,et al.  What moves the gold market , 2001 .

[20]  Mukesh Chaudhry,et al.  Do macroeconomics news releases affect gold and silver prices , 2000 .

[21]  S. Hochreiter,et al.  Long Short-Term Memory , 1997, Neural Computation.

[22]  L. Ederington,et al.  How Markets Process Information: News Releases and Volatility , 1993 .

[23]  Scott W. Barnhart.  The Effects of Macroeconomic Announcements on Commodity Prices , 1989 .

[24]  J. Kitchen,et al.  Commodity Prices, Money Surprises, and Fed Credibility: A Comment , 1987 .

[25]  Geoffrey E. Hinton,et al.  Learning representations by back-propagating errors , 1986, Nature.

[26]  J. Frankel,et al.  Commodity Prices, Money Surprises and Fed Credibility , 1985 .

[27]  Ming-Wei Chang,et al.  BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , 2019, NAACL.

[28]  Fabio Spagnolo,et al.  Macro News and Commodity Returns: MACRO NEWS AND COMMODITY RETURNS , 2017 .

[29]  Stefan Feuerriegel,et al.  News or Noise? How News Drives Commodity Prices , 2013, ICIS.

[30]  Hong Miao,et al.  Impact of macroeconomic news on metal futures , 2012 .

[31]  Paul C. Tetlock.  Giving Content to Investor Sentiment: The Role of Media in the Stock Market , 2005, The Journal of Finance.