SOTAVerified

Semantic Retrieval

Papers

Showing 4150 of 86 papers

TitleStatusHype
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation0
Renal digital pathology visual knowledge search platform based on language large model and book knowledge0
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models0
Description-Based Text Similarity0
Role of Databases in GenAI Applications0
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble0
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis0
Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search0
Semantic Retrieval at Walmart0
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Human baselineSoft-F10.84Unverified
2k-NN with sentence n-grams, GPT-2 embeddings, fICASoft-F10.51Unverified
3DBTW, GPT-1 embeddings, fICASoft-F10.51Unverified
4LSA baselineSoft-F10.39Unverified
5Universal Sentence EncoderSoft-F10.38Unverified
6Sentence BERTSoft-F10.31Unverified