Analyzing the Role of Semantic Representations in the Era of Large Language Models.
Zhijing JinYuen ChenFernando GonzalezJiarui LiuJiayi ZhangJulian MichaelBernhard SchölkopfMona T. DiabPublished in: CoRR (2024)
Keyphrases
- language model
- semantic representations
- language modeling
- n gram
- document retrieval
- natural language understanding
- semantic representation
- probabilistic model
- retrieval model
- information retrieval
- query expansion
- vector space model
- test collection
- smoothing methods
- semantic similarity
- semantic matching
- relevance model
- generative model
- document representation
- image classification
- natural language processing
- knowledge representation
- xml documents