SPLADE_doc: SPLADEv2 model with document encoder only

SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval (Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant). 2021. https://arxiv.org/abs/2109.10086

Using the model

The model can be loaded with experimaestro IR

from xpmir.models import AutoModel

# Model that can be re-used in experiments 
model = AutoModel.load_from_hf_hub("xpmir/SPLADE_doc")

# Use this if you want to actually use the model 
model = AutoModel.load_from_hf_hub("xpmir/SPLADE_doc", as_instance=True)
model.initialize() model.rsv("walgreens store sales average", "The average
Walgreens salary ranges...")

Results