Topic Knowledge Based Controlled Generation for Long Documents Using Retrieval-Based Language Models.
Xuefei ZhangPeiyang HeTomal DebGuang YangXuefeng LiuZiqing HuTianyi MaoPublished in: FSDM (2023)
Keyphrases
- language model
- document level
- language modeling
- document retrieval
- expert finding
- ad hoc information retrieval
- retrieval model
- query terms
- information retrieval
- document ranking
- query topic
- test collection
- trec test collections
- relevance model
- query expansion
- vector space model
- query specific
- passage retrieval
- document length
- statistical language models
- language modeling approaches
- relevant documents
- language modelling
- n gram
- probabilistic model
- document set
- document representation
- term frequency
- language models for information retrieval
- ir models
- information retrieval systems
- document collections
- term dependencies
- inter document similarities
- pseudo feedback
- text retrieval
- probabilistic retrieval models
- topic models
- trec collections
- retrieved documents
- retrieval effectiveness
- pseudo relevance feedback
- expert search
- retrieval process
- smoothing methods
- cross lingual
- relevance assessments
- retrieval systems
- structured documents
- term weighting
- statistical language modeling
- language modeling framework
- translation model
- ad hoc retrieval
- sentiment classification
- relevance scores
- topic modeling
- sentence retrieval
- term weights