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Multilingual NLP

4,508 papers

Papers per year

Papers

Multilingual Large Language Models Are Not (Yet) Code-Switchers EMNLP 2023
On Evaluation of Bangla Word Analogies EMNLP 2023
XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models EMNLP 2023
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning EMNLP 2023
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models EMNLP 2023
Towards a Better Understanding of Variations in Zero-Shot Neural Machine Translation Performance EMNLP 2023
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules EMNLP 2023
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer EMNLP 2023
AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages EMNLP 2023
Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale EMNLP 2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023
LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ Languages EMNLP 2023
NormDial: A Comparable Bilingual Synthetic Dialog Dataset for Modeling Social Norm Adherence and Violation EMNLP 2023
Global Voices, Local Biases: Socio-Cultural Prejudices across Languages EMNLP 2023
Multilingual Simplification of Medical Texts EMNLP 2023
Detecting Propaganda Techniques in Code-Switched Social Media Text EMNLP 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback EMNLP 2023
Multi-teacher Distillation for Multilingual Spelling Correction EMNLP 2023
Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization EMNLP 2023
CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents EMNLP 2023
ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations EMNLP 2023
PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale EMNLP 2023
Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension EMNLP 2023
Improving Cross-lingual Transfer through Subtree-aware Word Reordering EMNLP 2023
Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries EMNLP 2023