← Resources & Methods
Natural Language Processing › Resources & Methods ›

Multilingual NLP

4508 directly classified papers

Papers per year

Papers

BHRAM-IL: A Benchmark for Hallucination Recognition and Assessment in Multiple Indian Languages IJCNLP 2025
Qorǵau: Evaluating Safety in Kazakh-Russian Bilingual Contexts ACL 2025
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025
Multilingual Grammatical Error Annotation: Combining Language-Agnostic Framework with Language-Specific Flexibility ACL 2025
WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & Dialects ACL 2025
Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Senses NAACL 2025
NativQA: Multilingual Culturally-Aligned Natural Query for LLMs ACL 2025
A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Directions NAACL 2025
Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025
Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models NAACL 2025
“AGI” team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa IJCNLP 2025
Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis NAACL 2025
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ACL 2025
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples NAACL 2025
Are Dialects Better Prompters? A Case Study on Arabic Subjective Text Classification ACL 2025
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models NAACL 2025
Anything Goes? A Crosslinguistic Study of (Im)possible Language Learning in LMs ACL 2025
How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models NAACL 2025
KE-MHISTO: Towards a Multilingual Historical Knowledge Extraction Benchmark for Addressing the Long-Tail Problem ACL 2025
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025
MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025
Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks NAACL 2025
Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction ACL 2025
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content NAACL 2025
FarSense: A Comprehensive Commonsense Benchmark and Evaluation Framework for the Farsi Language AACL 2025