Mandy Guo
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech Recognition and Synthesis, Sentiment Analysis and Opinion Mining
Most-Cited Works
- → Multilingual Universal Sentence Encoder for Semantic Retrieval(2020)404 cited
- → LongT5: Efficient Text-To-Text Transformer for Long Sequences(2022)195 cited
- → Effective Parallel Corpus Mining using Bilingual Sentence Embeddings(2018)113 cited
- → Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax(2019)82 cited
- → Character-Level Language Modeling with Deeper Self-Attention(2019)59 cited
- → MURAL: Multimodal, Multitask Representations Across Languages(2021)38 cited
- → TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling(2021)37 cited
- Wiki-40B: Multilingual Language Model Dataset(2020)
- → CoLT5: Faster Long-Range Transformers with Conditional Computation(2023)24 cited