The Battle of Information Representations: Comparing Sentiment and
Semantic Features for Forecasting Market Trends

The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends

24 March 2023

Elizaveta Kovtun

Papers citing "The Battle of Information Representations: Comparing Sentiment and Semantic Features for Forecasting Market Trends"

11 / 11 papers shown

Title
New drugs and stock market: how to predict pharma market reaction to clinical trial announcements S. Budennyy Alexey Kazakov Elizaveta Kovtun L. Zhukov AIFin 22 1 0 11 Aug 2022
Eco2AI: carbon emissions tracking of machine learning models as the first step towards sustainable AI S. Budennyy V. Lazarev N. Zakharenko A. Korovin Olga Plosskaya ... Ivan Oseledets I. Barsola Ilya M. Egorov A. Kosterina L. Zhukov 68 99 0 31 Jul 2022
SGPT: GPT Sentence Embeddings for Semantic Search Niklas Muennighoff RALM 135 183 0 17 Feb 2022
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting Linyi Yang Jiazheng Li Ruihai Dong Yue Zhang Barry Smyth AI4TS 30 38 0 05 Jan 2022
Darts: User-Friendly Modern Machine Learning for Time Series J. Herzen Francesco Lässig Samuele Giuliano Piazzetta T. Neuer Léo Tafti ... Mounir Benheddi Camila Williamson Michal Kosinskihttps://www.semanticscholar.org/me/account M. Petrik Gaël Grosch AI4TS 161 220 0 07 Oct 2021
ESG2Risk: A Deep Learning Framework from ESG News to Stock Volatility Prediction Tian Guo N. Jamet Valentin Betrix Louis-Alexandre Piquet E. Hauptmann AIFin 32 31 0 05 May 2020
GLU Variants Improve Transformer Noam M. Shazeer 118 989 0 12 Feb 2020
Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting Bryan Lim Sercan O. Arik Nicolas Loeff Tomas Pfister AI4TS 102 1,449 0 19 Dec 2019
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models Dogu Araci AIFin 105 641 0 27 Aug 2019
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 47 306 0 06 Dec 2017
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 633 31,469 0 16 Jan 2013