multilingual processing

133 papers

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large language model (12755) multilingual nlp (1423) text classification (6776) cross-lingual transfer (1468) low-resource language (2234) transfer learning (5442) machine translation (2472) transformer model (1988) named entity recognition (2801) language model (4573)

Papers

It’s All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models EACL 2026

End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models EMNLP 2025

TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts COLING 2025

Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models EMNLP 2025

Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging ACL 2025

Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? EMNLP 2025

Smotrom tvoja på ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study ACL 2025

Exploring the Effectiveness of Multilingual and Generative Large Language Models for Question Answering in Financial Texts COLING 2025

SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog ACL 2025

SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News ACL 2025

Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025

PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts ACL 2025

LangCompress: Language-Aware Compression of Large Language Models IJCNLP 2025

CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025

Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture NAACL 2025

Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection COLING 2025

OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025

Does Machine Translation Impact Offensive Language Identification? The Case of Indo-Aryan Languages COLING 2025

Can LLMs Translate Cultural Nuance in Dialects? A Case Study on Lebanese Arabic COLING 2025

How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models NAACL 2025

CUET-NLP_MP@DravidianLangTech 2025: A Transformer and LLM-Based Ensemble Approach for Fake News Detection in Dravidian NAACL 2025

CUET-NLP_Big_O@DravidianLangTech 2025: A Multimodal Fusion-based Approach for Identifying Misogyny Memes NAACL 2025

RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ACL 2025

Are Large Language Models for Education Reliable Across Languages? ACL 2025

SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SEMEVAL 2025