Unifying Economic and Language Models for Enhanced Sentiment Analysis of
the Oil Market

Unifying Economic and Language Models for Enhanced Sentiment Analysis of the Oil Market

16 October 2024

A. Weichselbraun

ArXiv (abs)PDF HTML

Papers citing "Unifying Economic and Language Models for Enhanced Sentiment Analysis of the Oil Market"

10 / 10 papers shown

Title
CrudeBERT: Applying Economic Theory towards fine-tuning Transformer-based Sentiment Analysis Models to the Crude Oil Market Himmet Kaplan R. Mundani Heiko Rölke A. Weichselbraun 16 2 0 10 May 2023
Automatic Expansion of Domain-Specific Affective Models for Web Intelligence Applications A. Weichselbraun Jakob Steixner Adrian Brasoveanu A. Scharl Max C. Göbel L. Nixon 47 11 0 01 Feb 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 882 42,463 0 28 May 2020
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao T. Zhao 104 564 0 08 Nov 2019
FinBERT: Financial Sentiment Analysis with Pre-trained Language Models Dogu Araci AIFin 122 648 0 27 Aug 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
Effective LSTMs for Target-Dependent Sentiment Classification Duyu Tang Bing Qin Xiaocheng Feng Ting Liu 86 888 0 03 Dec 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014
Good Debt or Bad Debt: Detecting Semantic Orientations in Economic Texts P. Malo Ankur Sinha P. Takala P. Korhonen J. Wallenius 87 514 0 19 Jul 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 691 31,553 0 16 Jan 2013