Xiaolong Huang
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (2)
AAAI (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
semantic segmentation
(1)
knowledge distillation
(1)
information retrieval
(1)
instance segmentation
(1)
dense retrieval
(1)
synthetic data generation
(1)
document ranking
(1)
web search
(1)
document relevance
(1)
language model
(1)
synthetic datum
(1)
text embedding
(1)
knowledge forgetting
(1)
self-supervised pre-training
(1)
contrastive loss
(1)
query understanding
(1)
neural ranking
(1)
sentence encoder
(1)
multilingual embedding
(1)
dense passage retrieval
(1)
Papers
One Step Learning, One Step Review
AAAI 2024
Improving Text Embeddings with Large Language Models
ACL 2024
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval
ACL 2023
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval
ICLR 2023
Effective and Efficient Query-aware Snippet Extraction for Web Search
EMNLP 2022