SOTAVerified

Semantic Retrieval

Papers

Showing 3140 of 86 papers

TitleStatusHype
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction0
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval0
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search0
Event-Centric Query Expansion in Web Search0
Compressing Sentence Representation with maximum Coding Rate Reduction0
Enhancing Relevance of Embedding-based Retrieval at Walmart0
Compressing Sentence Representation via Homomorphic Projective Distillation0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models0
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation0
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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