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Multilingual NLP

4,508 papers

Papers per year

Papers

Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages EMNLP 2024
MTLS: Making Texts into Linguistic Symbols EMNLP 2024
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages EMNLP 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP 2024
An Analysis of Multilingual FActScore EMNLP 2024
Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects EMNLP 2024
Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing EMNLP 2024
Concept Space Alignment in Multilingual LLMs EMNLP 2024
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian EMNLP 2024
What is “Typological Diversity” in NLP? EMNLP 2024
Pretraining Language Models Using Translationese EMNLP 2024
Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval EMNLP 2024
Understanding and Mitigating Language Confusion in LLMs EMNLP 2024
Revealing the Parallel Multilingual Learning within Large Language Models EMNLP 2024
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024
PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data EMNLP 2024
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP 2024
Susu Box or Piggy Bank: Assessing Cultural Commonsense Knowledge between Ghana and the US EMNLP 2024
Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? EMNLP 2024
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024
The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification EMNLP 2024
Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters EMNLP 2024
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models EMNLP 2024
What is lost in Normalization? Exploring Pitfalls in Multilingual ASR Model Evaluations EMNLP 2024