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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025
Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025
Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025
Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? EMNLP 2025
Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription? EMNLP 2025
Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025
Tokenization and Representation Biases in Multilingual Models on Dialectal NLP Tasks EMNLP 2025
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025
Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training EMNLP 2025
MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety EMNLP 2025
BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation EMNLP 2025
AFRIDOC-MT: Document-level MT Corpus for African Languages EMNLP 2025
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead EMNLP 2025
Social Bias in Multilingual Language Models: A Survey EMNLP 2025
Multilingual Language Model Pretraining using Machine-translated Data EMNLP 2025
Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics EMNLP 2025
BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025
XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering EMNLP 2025
Iterative Multilingual Spectral Attribute Erasure EMNLP 2025
It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs EMNLP 2025
Multilingual Pretraining for Pixel Language Models EMNLP 2025
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping EMNLP 2025
Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025