Xinxi Lyu
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, Information Retrieval and Search Behavior, Speech Recognition and Synthesis
Most-Cited Works
- → Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?(2022)617 cited
- → FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation(2023)196 cited
- → Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research(2024)35 cited
- → Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts(2022)25 cited
- → Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations(2023)11 cited
- → DS SERVE: A Framework for Efficient and Scalable Neural Retrieval(2026)