Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering.
Akshay ChaturvediSwarnadeep BharSoumadeep SahaUtpal GarainNicholas AsherPublished in: Comput. Linguistics (2024)
Keyphrases
- question answering
- language model
- passage retrieval
- information retrieval
- natural language
- language modeling
- semantic roles
- question answering systems
- n gram
- sentence retrieval
- probabilistic model
- query expansion
- document retrieval
- retrieval model
- speech recognition
- question classification
- cross language
- natural language processing
- answer extraction
- test collection
- pseudo relevance feedback
- information extraction
- named entities
- semantic similarity
- vector space model
- text retrieval
- query terms
- relevance model
- qa systems
- image retrieval
- knowledge representation
- translation model
- semantic information
- information retrieval systems