Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers.
Lisa Anne HendricksJohn MellorRosalia SchneiderJean-Baptiste AlayracAida NematzadehPublished in: Trans. Assoc. Comput. Linguistics (2021)
Keyphrases
- data sets
- raw data
- data collection
- data processing
- data points
- data quality
- statistical analysis
- input data
- prior knowledge
- multimedia
- search engine
- data sources
- complex data
- database
- small number
- website
- information retrieval
- historical data
- data analysis
- neural network
- high dimensional data
- learning algorithm
- computer systems
- multi modal
- image data
- end users
- data structure