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Multilingual NLP

4,508 papers

Papers per year

Papers

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference EMNLP 2024
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish EMNLP 2024
Information Parity: Measuring and Predicting the Multilingual Capabilities of Language Models EMNLP 2024
Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping EMNLP 2024
Datasets for Multilingual Answer Sentence Selection EMNLP 2024
Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models EMNLP 2024
Pruning Multilingual Large Language Models for Multilingual Inference EMNLP 2024
Exploring Design Choices for Building Language-Specific LLMs EMNLP 2024
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages EMNLP 2024
Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages EMNLP 2024
“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions EMNLP 2024
Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024
SAFARI: Cross-lingual Bias and Factuality Detection in News Media and News Articles EMNLP 2024
An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification EMNLP 2024
Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach EMNLP 2024
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024
Why do LLaVA Vision-Language Models Reply to Images in English? EMNLP 2024
Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding EMNLP 2024
AfriInstruct: Instruction Tuning of African Languages for Diverse Tasks EMNLP 2024
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks EMNLP 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons EMNLP 2024
Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024
Finding the Optimal Byte-Pair Encoding Merge Operations for Neural Machine Translation in a Low-Resource Setting EMNLP 2024