Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time.
Kiymet AkdemirAli HürriyetogluPublished in: CASE@EMNLP (2022)
Keyphrases
- language model
- document ranking
- language modeling
- ad hoc information retrieval
- document retrieval
- n gram
- smoothing methods
- probabilistic model
- relevance model
- query expansion
- document length
- language modelling
- retrieval model
- speech recognition
- information retrieval
- document level
- ranking functions
- statistical language models
- test collection
- pseudo feedback
- expert search
- query specific
- statistical language modeling
- vector space model
- ranking algorithm
- language models for information retrieval
- context sensitive
- web search
- learning to rank
- retrieval effectiveness
- natural language
- ranked list
- expert finding
- translation model
- passage retrieval
- query terms
- spoken term detection