Results 101 to 110 of about 17,106 (265)

Lexicon‐based fine‐tuning of multilingual language models for low‐resource language sentiment analysis

CAAI Transactions on Intelligence Technology
Pre‐trained multilingual language models (PMLMs) such as mBERT and XLM‐R have shown good cross‐lingual transferability. However, they are not specifically trained to capture cross‐lingual signals concerning sentiment words.
Vinura Dhananjaya, Surangika Ranathunga, Sanath Jayasena   +2 more
doaj   +1 more source

Multimodal Sentiment Classifier Framework for Different Scene Contexts

Applied Sciences
Sentiment analysis (SA) is an effective method for determining public opinion. Social media posts have been the subject of much research, due to the platforms’ enormous and diversified user bases that regularly share thoughts on nearly any subject ...
Nelson Silva, Pedro J. S. Cardoso, João M. F. Rodrigues   +2 more
doaj   +1 more source

UsbVisdaNet: User Behavior Visual Distillation and Attention Network for Multimodal Sentiment Classification. [PDF]

Sensors (Basel), 2023
Hou S, Tuerhong G, Wushouer M.
europepmc   +1 more source

Analyzing individual rent price ratios in eastern German agricultural land markets: A GAMLSS approach

Agribusiness, EarlyView.
Abstract This study explores the rent price ratio in agricultural land markets, crucial for evaluating market efficiency, policy needs, and farmer decision‐making. Traditionally, the analyses faced challenges due to the absence of concurrent sale and rent data for the same land, potentially leading to biased results.
Marius Michels, Cord‐Friedrich von Hobe, Miryam Sarah Merk, Thomas Kneib, Oliver Musshoff   +4 more
wiley   +1 more source

VisdaNet: Visual Distillation and Attention Network for Multimodal Sentiment Classification. [PDF]

Sensors (Basel), 2023
Hou S, Tuerhong G, Wushouer M.
europepmc   +1 more source

Wine Tourism as a Catalyst for Sustainable Performance: The Mediating Role of Corporate Legitimacy and Green Innovation

Agribusiness, EarlyView.
ABSTRACT This study aims to explore the influence of Wine Tourism (WT) on the Sustainable Performance (SP) of wineries in Spain. It particularly investigates how Corporate Social Legitimacy (CSL) and Green Innovation (GI) may act as intermediary factors in this relationship.
Javier Martínez‐Falcó, Eduardo Sánchez‐García, Bartolomé Marco‐Lajara, Luis A. Millán‐Tudela   +3 more
wiley   +1 more source

A Hybrid Deep Learning Approach for Enhanced Sentiment Classification and Consistency Analysis in Customer Reviews

Mathematics
Consumer reviews play a pivotal role in shaping purchasing decisions and influencing the reputation of businesses in today’s digital economy. This paper presents a novel hybrid deep learning model, WDE-CNN-LSTM, designed to enhance the sentiment ...
Shaymaa E. Sorour, Abdulrahman Alojail, Amr El-Shora, Ahmed E. Amin, Amr A. Abohany   +4 more
doaj   +1 more source

SMS sentiment classification using an evolutionary optimization based fuzzy recurrent neural network. [PDF]

Multimed Tools Appl, 2023
Srinivasarao U, Sharaff A.
europepmc   +1 more source

Farmers' Participation in Messenger‐Based Social Groups And Its Effects on Performance in Irrigated Areas of Kazakhstan and Uzbekistan

Agribusiness, EarlyView.
ABSTRACT The penetration of information and communication technologies (ICTs) in farming communities is increasing the use of smartphone‐based instant messaging apps. Despite this, the reasons behind participation and the impact on farm productivity in developing countries remain unexplored.
Zafar Kurbanov, Abdusame Tadjiev, Nodir Djanibekov, Ajit Govind, Akmal Akramkhanov   +4 more
wiley   +1 more source

Transfer Learning for Sentiment Classification Using Bidirectional Encoder Representations from Transformers (BERT) Model. [PDF]

Sensors (Basel), 2023
Areshey A, Mathkour H.
europepmc   +1 more source