Polysemy occurs when a word has multiple related meanings. For example, “paper” can mean ...
Nizam SEO Community Latest Articles
What is Modality?
In semantics, modality refers to how language expresses possibility, necessity, ...
What is the Skip-gram Model?
The skip-gram model is a predictive approach for learning word embeddings. Given a
What is a Sequential Query?
A Sequential Query is any query that forms part of a
What Are Knowledge Graph Embeddings (KGEs)?
A knowledge graph represents the world as nodes (entities) and edges (relations). KGEs map ...
BERT and Transformer Models for Search
BERT (Bidirectional Encoder Representations from Transformers) is trained with a masked language ...
Click Models & User Behavior in Ranking
What are Click Models?Click models are probabilistic frameworks that ...
What is DPR (and why it mattered)?
DPR is a dual-encoder retriever: one encoder maps the query ...
What is Learning-to-Rank (LTR)?
Learning-to-Rank (LTR) is a machine learning approach used in information retrieval and ...
Zero-shot and Few-shot Query Understanding
What is Zero-shot Query Understanding?Zero-shot query understanding ...