1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CL2023★ 1 cited
BERTwich: Extending BERT's Capabilities to Model Dialectal and Noisy Text
Aarohi Srivastava, David Chiang
Real-world NLP applications often deal with nonstandard text (e.g., dialectal, informal, or misspelled text). However, language models like BERT deteriorate in the face of dialect…
cs.CL2023
Fine-Tuning BERT with Character-Level Noise for Zero-Shot Transfer to Dialects and Closely-Related Languages
Aarohi Srivastava, David Chiang
In this work, we induce character-level noise in various forms when fine-tuning BERT to enable zero-shot cross-lingual transfer to unseen dialects and languages. We fine-tune BERT…