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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia NAACL 2025
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems EMNLP 2025
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data COLING 2025
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs COLING 2025
Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025
Robustness Evaluation of the German Extractive Question Answering Task COLING 2025
Quality Beyond A Glance: Revealing Large Quality Differences Between Web-Crawled Parallel Corpora COLING 2025
Word-level Cross-lingual Structure in Large Language Models COLING 2025
RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation COLING 2025
How Transliterations Improve Crosslingual Alignment COLING 2025
How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM COLING 2025
Rethinking Vocabulary Augmentation: Addressing the Challenges of Low-Resource Languages in Multilingual Models COLING 2025
Lexicography Saves Lives (LSL): Automatically Translating Suicide-Related Language COLING 2025
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs COLING 2025
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval COLING 2025
Large Language Models are good multi-lingual learners : When LLMs meet cross-lingual prompts COLING 2025
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models COLING 2025
A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future Directions COLING 2025
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025
BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource Language COLING 2025
Why should only High-Resource-Languages have all the fun? Pivot Based Evaluation in Low Resource Setting COLING 2025
Task-Oriented Dialog Systems for the Senegalese Wolof Language COLING 2025
Incepto@DravidianLangTech 2025: Detecting Abusive Tamil and Malayalam Text Targeting Women on YouTube NAACL 2025
P6Jiggasha: Benchmarking Large Language Models on Bangla Physics Question Answering with Cross-lingual Evaluation AACL 2025