SOTAVerified

Semantic Retrieval

Papers

Showing 5160 of 86 papers

TitleStatusHype
Semantic Search in Documents Enriched by LOD-based Annotations0
Semantic Sentence Composition Reasoning for Multi-Hop Question Answering0
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System0
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions0
Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking0
Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval0
Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning0
Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion0
Unified Embedding Based Personalized Retrieval in Etsy Search0
UQE: A Query Engine for Unstructured Databases0
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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