Behavior-driven Query Similarity Prediction based on Pre-trained Language Models for E-Commerce Search.
Yupin HuangJiri GesiXinyu HongKai ZhongHan ChengVivek MittalQingjun CuiVamsi SalakaPublished in: eCom@SIGIR (2023)
Keyphrases
- language model
- query specific
- pre trained
- query expansion
- document ranking
- query terms
- original query
- language modeling
- search queries
- user queries
- relevance model
- document retrieval
- retrieval model
- probabilistic model
- pseudo relevance feedback
- term dependencies
- information retrieval
- speech recognition
- n gram
- document length
- retrieval process
- test collection
- smoothing methods
- similarity measure
- training examples
- information retrieval systems
- retrieval effectiveness
- language modeling framework
- statistical language modeling
- spoken term detection
- query suggestion
- ad hoc retrieval
- training data
- language models for information retrieval
- search engine
- retrieved documents
- query logs
- image content
- relevant documents
- statistical model
- web search engines
- web search
- small number
- active learning