SOTAVerified

Semantic Retrieval

Papers

Showing 6170 of 86 papers

TitleStatusHype
Variational Transformer: A Framework Beyond the Trade-off between Accuracy and Diversity for Image CaptioningCode0
Semantic Information Recovery in Wireless NetworksCode1
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning0
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
Semantic Sentence Composition Reasoning for Multi-Hop Question Answering0
Compressing Sentence Representation via Homomorphic Projective Distillation0
Evaluation of Audio-Visual Alignments in Visually Grounded Speech ModelsCode0
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search0
Semantic Models for the First-stage Retrieval: A Comprehensive ReviewCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
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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