Multilingual NLP

Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets IJCNLP 2025 Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025 Representing the Under-Represented: Cultural and Core Capability Benchmarks for Developing Thai Large Language Models COLING 2025 ReproHum #0067-01: A Reproduction of the Evaluation of Cross-Lingual Summarization ACL 2025 Rethinking Full Finetuning from Pretraining Checkpoints in Active Learning for African Languages ACL 2025 Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models COLING 2025 Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025 Retrieval-Augmented Generation Meets Local Languages for Improved Drug Information Access and Comprehension. ACL 2025 Reveal-Bangla: A Dataset for Cross-Lingual Multi-Step Reasoning Evaluation AACL 2025 Reversible Disentanglement of Meaning and Language Representations from Multilingual Sentence Encoders EMNLP 2025 Revisiting Common Assumptions about Arabic Dialects in NLP ACL 2025 RoBiologyDataChoiceQA: A Romanian Dataset for improving Biology understanding of Large Language Models EMNLP 2025 Robustness Evaluation of the German Extractive Question Answering Task COLING 2025 RoCS-MT v2 at WMT 2025: Robust Challenge Set for Machine Translation EMNLP 2025 RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation COLING 2025 RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ACL 2025 RoMath: A Mathematical Reasoning Benchmark in Romanian EMNLP 2025 RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios? AAAI 2025 RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context ACL 2025 SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025 SAHA: Samvad AI for Healthcare Assistance AACL 2025 SardinianVoxes: A Speech Recognition Dataset for the Sardinian Languages Interspeech 2025 Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration EMNLP 2025 Scalar_NITK at SHROOM-CAP: Multilingual Factual Hallucination and Fluency Error Detection in Scientific Publications Using Retrieval-Guided Evidence and Attention-Based Feature Fusion AACL 2025 Scaling Laws for Multilingual Language Models ACL 2025