Davis Liang

Improve Transformer Models with Better Relative Position Embeddings

Zhiheng Huang, Davis Liang, Peng Xu et al. · 2020 · 106 citations · Full text

Learning Noise-Invariant Representations for Robust Speech Recognition

Davis Liang, Zhiheng Huang, Zachary C. Lipton · 2018 · 44 citations

Engineering, Machine Learning, Superficial Perturbations +19

XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models

Davis Liang, Hila Gonen, Yuning Mao et al. · 2023 · 28 citations

Llm Fine-tuning, Engineering, Machine Learning +21

TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding

Zhiheng Huang, Peng Xu, Davis Liang et al. · arXiv (Cornell University) · 2020 · 25 citations · Full text

Natural Language Processing, Trans-blstm Model, Llm Fine-tuning +13

Embedding-based Zero-shot Retrieval through Query Generation

Davis Liang, Peng Xu, Siamak Shakeri et al. · arXiv (Cornell University) · 2020 · 24 citations · Full text

Few-shot Learning, Engineering, Machine Learning +19