Image de couverture de livre

Learning the Topic, Not the Language: How LLMs Classify Online Immigration Discourse Across Languages

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Nasuto, Andrea, Iacus, Stefano Maria, Rowe, Francisco, Jain, Devika
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

The Human Flourishing Geographic Index: A County-Level Dataset for the United States, 2013--2023
par: Iacus, Stefano M., et autres
Publié: (2025)

Rethinking Scale: The Efficacy of Fine-Tuned Open-Source LLMs in Large-Scale Reproducible Social Science Research
par: Carammia, Marcello, et autres
Publié: (2024)

Can Language Model Moderators Improve the Health of Online Discourse?
par: Cho, Hyundong, et autres
Publié: (2023)

Benchmarking Concept-Spilling Across Languages in LLMs
par: Badanin, Ilia, et autres
Publié: (2026)

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models
par: Icard, Benjamin, et autres
Publié: (2025)

Exposing Hate -- Understanding Anti-Immigration Sentiment Spreading on Twitter
par: Nasuto, Andrea, et autres
Publié: (2024)

Framing Political Bias in Multilingual LLMs Across Pakistani Languages
par: Nadeem, Afrozah, et autres
Publié: (2025)

Digital Gatekeepers: Exploring Large Language Model's Role in Immigration Decisions
par: Mao, Yicheng, et autres
Publié: (2025)

Explanation Fairness in Large Language Models: An Empirical Analysis of Disparities in How LLMs Justify Decisions Across Demographic Groups
par: Veldanda, Gautam
Publié: (2026)

Neural FOXP2 -- Language Specific Neuron Steering for Targeted Language Improvement in LLMs
par: Saha, Anusa, et autres
Publié: (2026)

How LLMs Distort Our Written Language
par: Abdulhai, Marwa, et autres
Publié: (2026)

Detecting Religious Language in Climate Discourse
par: Beijen, Evy, et autres
Publié: (2025)

Topic Segmentation Using Generative Language Models
par: Mackenzie, Pierre, et autres
Publié: (2025)

Under the Shadow of Babel: How Language Shapes Reasoning in LLMs
par: Wang, Chenxi, et autres
Publié: (2025)

Classifying German Language Proficiency Levels Using Large Language Models
par: Ahlers, Elias-Leander, et autres
Publié: (2025)

Do Language Models Reason Across Languages?
par: Meng, Yan, et autres
Publié: (2026)

Making Language Model a Hierarchical Classifier
par: Wang, Yihong, et autres
Publié: (2025)

UNITYAI-GUARD: Pioneering Toxicity Detection Across Low-Resource Indian Languages
par: Beniwal, Himanshu, et autres
Publié: (2025)

Investigating Implicit Bias in Large Language Models: A Large-Scale Study of Over 50 LLMs
par: Kumar, Divyanshu, et autres
Publié: (2024)

Discourse Graph Guided Document Translation with Large Language Models
par: Pham, Viet-Thanh, et autres
Publié: (2025)

Large Language Models Meet Contrastive Learning: Zero-Shot Emotion Recognition Across Languages
par: Zou, Heqing, et autres
Publié: (2025)

Building Efficient Universal Classifiers with Natural Language Inference
par: Laurer, Moritz, et autres
Publié: (2023)

LBC: Language-Based-Classifier for Out-Of-Variable Generalization
par: Noh, Kangjun, et autres
Publié: (2024)

Chip-Tuning: Classify Before Language Models Say
par: Zhu, Fangwei, et autres
Publié: (2024)

Discovering Forbidden Topics in Language Models
par: Rager, Can, et autres
Publié: (2025)

Dynamic Topic Evolution with Temporal Decay and Attention in Large Language Models
par: Wu, Di, et autres
Publié: (2025)

How Does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective
par: Zhang, Shimao, et autres
Publié: (2025)

Online Training of Large Language Models: Learn while chatting
par: Liang, Juhao, et autres
Publié: (2024)

Enabling Precise Topic Alignment in Large Language Models Via Sparse Autoencoders
par: Joshi, Ananya, et autres
Publié: (2025)

Are LLMs Good Annotators for Discourse-level Event Relation Extraction?
par: Wei, Kangda, et autres
Publié: (2024)

Evaluating Tokenizer Performance of Large Language Models Across Official Indian Languages
par: Tamang, S., et autres
Publié: (2024)

LLMs-in-the-Loop Part 2: Expert Small AI Models for Anonymization and De-identification of PHI Across Multiple Languages
par: Gunay, Murat, et autres
Publié: (2024)

Classifying Cancer Stage with Open-Source Clinical Large Language Models
par: Chang, Chia-Hsuan, et autres
Publié: (2024)

Contextual Evaluation of Large Language Models for Classifying Tropical and Infectious Diseases
par: Asiedu, Mercy, et autres
Publié: (2024)

How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination
par: Islam, Saad Obaid ul, et autres
Publié: (2025)

RedTopic: Toward Topic-Diverse Red Teaming of Large Language Models
par: Ding, Jiale, et autres
Publié: (2025)

Topic Over Source: The Key to Effective Data Mixing for Language Models Pre-training
par: Peng, Jiahui, et autres
Publié: (2025)

A Large Language Model Guided Topic Refinement Mechanism for Short Text Modeling
par: Chang, Shuyu, et autres
Publié: (2024)

MuBench: Assessment of Multilingual Capabilities of Large Language Models Across 61 Languages
par: Han, Wenhan, et autres
Publié: (2025)

Is It JUST Semantics? A Case Study of Discourse Particle Understanding in LLMs
par: Sheffield, William, et autres
Publié: (2025)