Xi Victoria Lin
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Semantic Web and Ontologies, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Few-shot Learning with Multilingual Generative Language Models(2022)106 cited
- → OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization(2022)85 cited
- → Few-shot Learning with Multilingual Language Models(2021)76 cited
- → Efficient Large Scale Language Modeling with Mixtures of Experts(2022)70 cited
- → CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain\n Natural Language Interfaces to Databases(2019)34 cited
- → DART: Open-Domain Structured Data Record to Text Generation(2020)33 cited
- → FOLIO: Natural Language Reasoning with First-Order Logic(2022)31 cited
- → LEVER: Learning to Verify Language-to-Code Generation with Execution(2023)21 cited
- → RA-DIT: Retrieval-Augmented Dual Instruction Tuning(2023)14 cited