Explaining black box text modules in natural language with language models.
Chandan SinghAliyah R. HsuRichard AntonelloShailee JainAlexander G. HuthBin YuJianfeng GaoPublished in: CoRR (2023)
Keyphrases
- black box
- language model
- natural language
- information retrieval
- language modeling
- n gram
- white box
- text retrieval
- query expansion
- document retrieval
- black boxes
- retrieval model
- speech recognition
- document level
- probabilistic model
- test collection
- language modelling
- statistical language models
- context sensitive
- white box testing
- smoothing methods
- pseudo relevance feedback
- text mining
- machine learning
- multiword
- test cases
- question answering
- web documents
- text documents
- language models for information retrieval
- keywords
- semantic information
- relevance model
- vector space model
- relevant documents
- video search
- error rate
- language processing
- information extraction
- integration testing
- okapi bm
- improve retrieval effectiveness
- retrieval effectiveness
- natural language processing