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Multilingual NLP
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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities
LAGO: Few-shot Crosslingual Embedding Inversion Attacks via Language Similarity-Aware Graph Optimization
Cross-Linguistic Transfer in Multilingual NLP: The Role of Language Families and Morphology
HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing
Multilingual Prompt Engineering in Large Language Models: A Survey Across NLP Tasks
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting
Poly-FEVER: A Multilingual Fact Verification Benchmark for Hallucination Detection in Large Language Models
Code-Mixed Telugu-English Hate Speech Detection
How does a Multilingual LM Handle Multiple Languages?
How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLP
Don't Touch My Diacritics
SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval
Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities
On the Evaluation Practices in Multilingual NLP: Can Machine Translation Offer an Alternative to Human Translations?
Dravidian language family through Universal Dependencies lens
Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation
ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models
Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks
A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base
Analyzing Language Bias Between French and English in Conventional Multilingual Sentiment Analysis Models
UQA: Corpus for Urdu Question Answering
What Drives Performance in Multilingual Language Models?
Introducing Syllable Tokenization for Low-resource Languages: A Case Study with Swahili
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets
Self-Augmented In-Context Learning for Unsupervised Word Translation
What is "Typological Diversity" in NLP?
Patterns of Persistence and Diffusibility across the World's Languages
Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages
Multi-teacher Distillation for Multilingual Spelling Correction
On Bilingual Lexicon Induction with Large Language Models
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems
BaitBuster-Bangla: A Comprehensive Dataset for Clickbait Detection in Bangla with Multi-Feature and Multi-Modal Analysis
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