Towards explainable evaluation of language models on the semantic similarity of visual concepts.
Maria LymperaiouGeorge ManoliadisOrfeas Menis-MastromichalakisEdmund G. DervakosGiorgos StamouPublished in: CoRR (2022)
Keyphrases
- language model
- semantic similarity
- semantic concepts
- visual concepts
- co occurrence
- probabilistic model
- n gram
- wordnet
- retrieval model
- information retrieval
- query expansion
- test collection
- similarity measure
- semantic information
- semantic gap
- visual information
- learning tasks
- machine learning
- natural language processing