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Multilingual NLP

4,508 papers

Papers per year

Papers

SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models EMNLP 2024
To Ask LLMs about English Grammaticality, Prompt Them in a Different Language EMNLP 2024
Targeted Multilingual Adaptation for Low-resource Language Families EMNLP 2024
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs EMNLP 2024
Locally Measuring Cross-lingual Lexical Alignment: A Domain and Word Level Perspective EMNLP 2024
Grounding Partially-Defined Events in Multimodal Data EMNLP 2024
How Does Quantization Affect Multilingual LLMs? EMNLP 2024
Gazelle: An Instruction Dataset for Arabic Writing Assistance EMNLP 2024
BLASER 2.0: a metric for evaluation and quality estimation of massively multilingual speech and text translation EMNLP 2024
BiMediX: Bilingual Medical Mixture of Experts LLM EMNLP 2024
V-GlórIA - Customizing Large Vision and Language Models to European Portuguese EMNLP 2024
MLissard: Multilingual Long and Simple Sequential Reasoning Benchmarks EMNLP 2024
SambaLingo: Teaching Large Language Models New Languages EMNLP 2024
What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages EMNLP 2024
Adapting Open-Source Generative Large Language Models for Low-Resource Languages: A Case Study for Turkish EMNLP 2024
Tagengo: A Multilingual Chat Dataset EMNLP 2024
Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever EMNLP 2024
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR EMNLP 2024
[RETRACTED] Vikhr: Constructing a State-of-the-art Bilingual Open-Source Instruction-Following Large Language Model for Russian EMNLP 2024
Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer EMNLP 2024
Evaluating Multilingual Long-Context Models for Retrieval and Reasoning EMNLP 2024
Community OSCAR: A Community Effort for Multilingual Web Data EMNLP 2024
Leveraging LLMs for Translating and Classifying Mental Health Data EMNLP 2024
Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking EMNLP 2024