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Enhancing multilingual hate speech detection: From language-specific insights to cross-linguistic integration
The rise of social media has enabled individuals with biased perspectives to spread hate
speech, directing it toward individuals based on characteristics such as race, gender …
speech, directing it toward individuals based on characteristics such as race, gender …
Dólares or dollars? unraveling the bilingual prowess of financial llms between spanish and english
Despite Spanish's pivotal role in the global finance industry, a pronounced gap exists in
Spanish financial natural language processing (NLP) and application studies compared to …
Spanish financial natural language processing (NLP) and application studies compared to …
[PDF][PDF] UMUTeam at FLARES@ IberLEF 2024: Enhancing Disinformation Detection with 5W1H Techniques and Transformer Models
Disinformation, including fake news and hoaxes, is a significant problem, aggravated by
digital media and social networks, which requires automatic detection tools. The FLARES …
digital media and social networks, which requires automatic detection tools. The FLARES …
A Hybrid Neural Network Model for Sentiment Analysis of Financial Texts Using Topic Extraction, Pre-Trained Model, and Enhanced Attention Mechanism Methods
G Duan, S Yan, M Zhang - IEEE Access, 2024 - ieeexplore.ieee.org
In the financial field, texts such as news and commentaries, as carriers of public opinion,
have the function of reflecting investor sentiment, influencing investment decisions and …
have the function of reflecting investor sentiment, influencing investment decisions and …
Unveiling Sentiments: A Deep Dive into Sentiment Analysis for Low-Resource Languages–A Case Study on Hausa Texts
Opinion mining has witnessed significant advancements in well-resourced languages.
However, for low-resource languages, this landscape remains relatively unexplored. This …
However, for low-resource languages, this landscape remains relatively unexplored. This …
Individual-vs. Multiple-Objective Strategies for Targeted Sentiment Analysis in Finances Using the Spanish MTSA 2023 Corpus
Multitarget sentiment analysis extracts the subjective polarity of text from multiple targets
simultaneously in a given context. This approach is useful in finance, where opinions about …
simultaneously in a given context. This approach is useful in finance, where opinions about …
Overview of FinancES 2023: Financial Targeted Sentiment Analysis in Spanish
This paper presents the FinancES 2023 shared task, organized in the IberLEF 2023
workshop, within the framework of the 39th International Conference of the Spanish Society …
workshop, within the framework of the 39th International Conference of the Spanish Society …
[PDF][PDF] team UTB-NLP at finances 2023: financial targeted sentiment analysis using a phonestheme semantic approach
Sentiment analysis in the financial domain is a challenging task that plays a crucial role in
understanding public opinion, monitoring market trends, and assessing the impact of news …
understanding public opinion, monitoring market trends, and assessing the impact of news …
[PDF][PDF] Utp at emospeech-iberlef2024: Using random forest with fasttext and wav2vec 2.0 for emotion detection
Automatic emotion recognition (AER) has become increasingly important in fields such as
health, psychology, social sciences, and marketing. Within AER, automatic speech …
health, psychology, social sciences, and marketing. Within AER, automatic speech …
BERT transformers performance comparison for sentiment analysis: A case study in spanish
G Bárcena Ruiz, R de Jesús Gil - World Conference on Information …, 2024 - Springer
Despite the fact that the Spanish language is the second most spoken language in the
world, research about AI and sentiment analysis is few compared with English language as …
world, research about AI and sentiment analysis is few compared with English language as …