Xinyu Zhang
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Information Retrieval and Search Behavior, Multimodal Machine Learning Applications
Most-Cited Works
- → HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution(2023)27 cited
- → A Little Bit Is Worse Than None: Ranking with Limited Training Data(2020)21 cited
- → Zero-Shot Listwise Document Reranking with a Large Language Model(2023)20 cited
- → Capreolus: A Toolkit for End-to-End Neural Ad Hoc Retrieval(2020)17 cited
- → Comparing Score Aggregation Approaches for Document Retrieval with Pretrained Transformers(2021)16 cited
- → Flexible IR Pipelines with Capreolus(2020)13 cited
- → Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval(2021)13 cited
- → AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages(2022)12 cited
- → Toward Best Practices for Training Multilingual Dense Retrieval Models(2023)12 cited
- → Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models(2023)6 cited