Xiaolong Huang
Mila - Quebec Artificial Intelligence Institute(CA)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Web Data Mining and Analysis, Advanced Neural Network Applications, Information Retrieval and Search Behavior
Most-Cited Works
- → Text Embeddings by Weakly-Supervised Contrastive Pre-training(2022)112 cited
- → Improving Text Embeddings with Large Language Models(2024)71 cited
- → SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval(2023)41 cited
- → Multilingual E5 Text Embeddings: A Technical Report(2024)30 cited
- → Network Intrusion Detection Based on an Improved Long‐Short‐Term Memory Model in Combination with Multiple Spatiotemporal Structures(2021)18 cited
- → LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval(2022)14 cited
- → Large Search Model: Redefining Search Stack in the Era of LLMs(2023)10 cited
- → Application of Advanced High‐Resolution Mass Spectrometric Techniques for the Analysis of Losartan Potassium Drug Substance Degradation Products: From Nontargeted to Targeted Screening(2024)5 cited