Efficient K-generalizable Learned Search

arXiv:2603.06159 · cs.DB, cs.IR, cs.LG · Submitted 2026-03-06 · Read on arXiv

cs.DB, cs.IR, cs.LG

Submitted: 2026-03-06

Updated: 2026-09-21

Comments: Accepted by SIGMOD 2027

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Accuracy — 40× in this paper · explained in 1 episode
Trace — 12× in this paper · explained in 2 episodes
Core — 8× in this paper · explained in 2 episodes
Generalization — 7× in this paper · explained in 13 episodes
Generalizability — 4× in this paper · explained in 6 episodes
Ablation — 2× in this paper · explained in 1 episode
Ablation study — 2× in this paper · explained in 1 episode
Benchmark — 2× in this paper · explained in 2 episodes
Benchmarking — 2× in this paper · explained in 3 episodes
Embeddings — 2× in this paper · explained in 2 episodes
Loss Function — 2× in this paper · explained in 2 episodes
RAG — 2× in this paper · explained in 3 episodes
Cosine Similarity — 1× in this paper · explained in 3 episodes
Feature Engineering — 1× in this paper · explained in 3 episodes
Quantization — 1× in this paper · explained in 12 episodes
Regularization — 1× in this paper · explained in 3 episodes
Retrieval-Augmented Generation (RAG) — 1× in this paper · explained in 16 episodes
Robustness — 1× in this paper · explained in 5 episodes