Awesome Search KG
Search
Search
Dark mode
Light mode
Explorer
Tag: BEIR
4 items with this tag.
Aug 10, 2026
Honey, I Shrunk the Embeddings: Matryoshka vs. PCA
article
PCA
matryoshka
dimensionality-reduction
embeddings
vector-search
quantization
BEIR
benchmark
May 16, 2026
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
agentic-search
direct-corpus-interaction
retrieval
grep
multi-hop-QA
BEIR
BRIGHT
company-blog
May 16, 2026
ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT Models?
colbert
multi-vector
pretraining
knowledge-distillation
contrastive-learning
BEIR
company-blog
May 15, 2026
Superintelligent Retrieval Agent (SIRA)
retrieval
BM25
query-expansion
corpus-enrichment
agentic-search
BEIR