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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

Bilingual Zero-Shot Stance Detection ACL 2025
ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords ACL 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025
Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025
IberoBench: A Benchmark for LLM Evaluation in Iberian Languages COLING 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation ACL 2025
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content NAACL 2025
Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025
X-Guard: Multilingual Guard Agent for Content Moderation ACL 2025
Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models ACL 2025
R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025
Enhancing Dialectal Arabic Intent Detection through Cross-Dialect Multilingual Input Augmentation COLING 2025
Commonsense Reasoning in Arab Culture ACL 2025
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ACL 2025
Navigating Dialectal Bias and Ethical Complexities in Levantine Arabic Hate Speech Detection COLING 2025
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025
Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders ACL 2025
Thank You, Stingray: Multilingual Large Language Models Can Not (Yet) Disambiguate Cross-Lingual Word Senses NAACL 2025
Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025
Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books ACL 2025
Anything Goes? A Crosslinguistic Study of (Im)possible Language Learning in LMs ACL 2025
ELAB: Extensive LLM Alignment Benchmark in Persian Language ACL 2025
Evaluating the Quality of Benchmark Datasets for Low-Resource Languages: A Case Study on Turkish ACL 2025
Do Large Language Models have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs ACL 2025