README.md · terrierteam/splade at 9cfff325e9c84f516e2a00678bf66c23c262da6e

metadata

title: PyTerrier SPLADE
emoji: 🐕
colorFrom: green
colorTo: green
sdk: gradio
sdk_version: 3.7
app_file: app.py
pinned: false

This is a demonstration of PyTerrier's SPLADE package. The SPLADE model encodes queries and documents into sparse representations, which can then be used for indexing and retrieval.

Query Encoding

Let's start by exploring SPLADE's query encoder. The query encoder is a Q→Q (query rewriting, query-to-query) transformer, and can be used in pipelines accordingly. It maps a query string into MatchOp query with terms from the query re-weighted and weighted expansion terms added.

SPLADE