SOTAVerified

Semantic Retrieval

Papers

Showing 1120 of 86 papers

TitleStatusHype
Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleCode1
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language ModelsCode1
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval0
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
Compressing Sentence Representation with maximum Coding Rate Reduction0
Compressing Sentence Representation via Homomorphic Projective Distillation0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models0
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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