Cover Image

Language-Independent Sentiment Labelling with Distant Supervision: A Case Study for English, Sepedi and Setswana

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mabokela, Koena Ronny, Schlippe, Tim, Raborife, Mpho, Celik, Turgay
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Large Language Models for Sentiment Analysis to Detect Social Challenges: A Use Case with South African Languages
by: Mabokela, Koena Ronny, et al.
Published: (2025)

A Cross-Cultural Assessment of Human Ability to Detect LLM-Generated Fake News about South Africa
by: Schlippe, Tim, et al.
Published: (2025)

Classification of Human- and AI-Generated Texts for English, French, German, and Spanish
by: Schaaff, Kristina, et al.
Published: (2023)

RubiSCoT: A Framework for AI-Supported Academic Assessment
by: Fröhlich, Thorsten, et al.
Published: (2025)

Assessing Consciousness-Related Behaviors in Large Language Models Using the Maze Test
by: Pimenta, Rui A., et al.
Published: (2025)

Evaluating Retrieval-Augmented Generation Variants for Natural Language-Based SQL and API Call Generation
by: Marketsmüller, Michael, et al.
Published: (2026)

On the Applicability of Zero-Shot Cross-Lingual Transfer Learning for Sentiment Classification in Distant Language Pairs
by: Rusli, Andre, et al.
Published: (2024)

Do LLMs Judge Distantly Supervised Named Entity Labels Well? Constructing the JudgeWEL Dataset
by: Plum, Alistair, et al.
Published: (2026)

Pre-training a Transformer-Based Generative Model Using a Small Sepedi Dataset
by: Ramalepe, Simon P., et al.
Published: (2025)

Examining Independence in Ensemble Sentiment Analysis: A Study on the Limits of Large Language Models Using the Condorcet Jury Theorem
by: Lefort, Baptiste, et al.
Published: (2024)

Sentiment Analysis Across Languages: Evaluation Before and After Machine Translation to English
by: Kathunia, Aekansh, et al.
Published: (2024)

Distantly-Supervised Joint Extraction with Noise-Robust Learning
by: Li, Yufei, et al.
Published: (2023)

BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English
by: Srirag, Dipankar, et al.
Published: (2024)

SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition
by: Si, Shuzheng, et al.
Published: (2023)

Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction
by: Zhang, Yice, et al.
Published: (2024)

Learning from Child-Directed Speech in Two-Language Scenarios: A French-English Case Study
by: Binyamin, Liel, et al.
Published: (2026)

A User-Centric Analysis of Explainability in AI-Based Medical Image Diagnosis
by: Wagner, Julia, et al.
Published: (2026)

A Fusion Approach of Dependency Syntax and Sentiment Polarity for Feature Label Extraction in Commodity Reviews
by: Xu, Jianfei
Published: (2024)

Safe at the Margins: A General Approach to Safety Alignment in Low-Resource English Languages -- A Singlish Case Study
by: Lim, Isaac, et al.
Published: (2025)

Pula: Training Large Language Models for Setswana
by: Brown, Nathan, et al.
Published: (2024)

Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
by: Si, Shuzheng, et al.
Published: (2023)

From Multiple-Choice to Extractive QA: A Case Study for English and Arabic
by: Lynn, Teresa, et al.
Published: (2024)

Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels
by: Jia, Zixia, et al.
Published: (2024)

Fine-grained Verification via Diagnostic Reasoning Supervision for Aspect Sentiment Triplet Extraction
by: Lai, Wenna, et al.
Published: (2026)

What is Sentiment Meant to Mean to Language Models?
by: Burnham, Michael
Published: (2024)

Disparities in LLM Reasoning Accuracy and Explanations: A Case Study on African American English
by: Zhou, Runtao, et al.
Published: (2025)

Revisiting the Role of Label Smoothing in Enhanced Text Sentiment Classification
by: Gao, Yijie, et al.
Published: (2023)

Semantics as a Shield: Label Disguise Defense (LDD) against Prompt Injection in LLM Sentiment Classification
by: Li, Yanxi, et al.
Published: (2025)

Supervised Fine Tuning of Large Language Models for Domain Specific Knowledge Graph Construction:A Case Study on Hunan's Historical Celebrities
by: Hao, Junjie, et al.
Published: (2025)

Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs
by: Arabelly, Abhinav, et al.
Published: (2025)

Large Language Model Adaptation for Financial Sentiment Analysis
by: Inserte, Pau Rodriguez, et al.
Published: (2024)

Do Large Language Models Possess Sensitive to Sentiment?
by: Liu, Yang, et al.
Published: (2024)

Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study
by: Wang, Zengzhi, et al.
Published: (2023)

LLaMA Beyond English: An Empirical Study on Language Capability Transfer
by: Zhao, Jun, et al.
Published: (2024)

EvoPool: Evolutionary Programmatic Annotation for Label-Efficient Specialized Supervision
by: Xu, Tianyi, et al.
Published: (2026)

Pre-trained Large Language Models for Financial Sentiment Analysis
by: Luo, Wei, et al.
Published: (2024)

Bayesian Network Fusion of Large Language Models for Sentiment Analysis
by: Amirzadeh, Rasoul, et al.
Published: (2025)

A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis
by: Zhou, Changzhi, et al.
Published: (2024)

An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models
by: Bhatt, Gantavya, et al.
Published: (2024)

Enhancing Multilingual Sentiment Analysis with Explainability for Sinhala, English, and Code-Mixed Content
by: Rizvi, Azmarah, et al.
Published: (2025)