conftrace_

low-resource language

2273 papers

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Also known as

LRL

Co-occurring keywords

machine translation (2499) cross-lingual transfer (1477) transfer learning (5449) large language model (13587) neural machine translation (2310) multilingual model (925) multilingual nlp (1426) text classification (6793) automatic speech recognition (1774) data augmentation (3052)

Papers

Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets EMNLP 2024
M5 – A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks EMNLP 2024
XNLIeu: a dataset for cross-lingual NLI in Basque NAACL 2024
RAR: Retrieval-augmented retrieval for code generation in low resource languages EMNLP 2024
Unlocking the Potential of Model Merging for Low-Resource Languages EMNLP 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons EMNLP 2024
The Zeno’s Paradox of ‘Low-Resource’ Languages EMNLP 2024
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning EACL 2024
Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024
Language Models on a Diet: Cost-Efficient Development of Encoders for Closely-Related Languages via Additional Pretraining COLING 2024
1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP 2024
Error Analysis of Multilingual Language Models in Machine Translation: A Case Study of English-Amharic Translation EMNLP 2024
SGHateCheck: Functional Tests for Detecting Hate Speech in Low-Resource Languages of Singapore NAACL 2024
Experiments in Multi-Variant Natural Language Processing for Nahuatl NAACL 2024
Back to School: Translation Using Grammar Books EMNLP 2024
SemEval Task 1: Semantic Textual Relatedness for African and Asian Languages NAACL 2024
NLP_Team1@SSN at SemEval-2024 Task 1: Impact of language models in Sentence-BERT for Semantic Textual Relatedness in Low-resource Languages NAACL 2024
Low-resource neural machine translation with morphological modeling NAACL 2024
A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base NAACL 2024
GuyLingo: The Republic of Guyana Creole Corpora NAACL 2024
Fixing Rogue Memorization in Many-to-One Multilingual Translators of Extremely-Low-Resource Languages by Rephrasing Training Samples NAACL 2024
Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages NAACL 2024
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation NAACL 2024
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages EMNLP 2024
Can LLM Generate Culturally Relevant Commonsense QA Data? Case Study in Indonesian and Sundanese EMNLP 2024