SOTAVerified

Semantic Retrieval

Papers

Showing 6170 of 86 papers

TitleStatusHype
MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query0
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset0
An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models0
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval0
Beyond Lexical: A Semantic Retrieval Framework for Textual SearchEngine0
Beyond Lexical: A Semantic Retrieval Framework for Textual Search Engine0
Compressing Sentence Representation via Homomorphic Projective Distillation0
Compressing Sentence Representation with maximum Coding Rate Reduction0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction0
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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