SOTAVerified

Semantic Retrieval

Papers

Showing 7180 of 86 papers

TitleStatusHype
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search0
Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples0
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble0
Beyond Lexical: A Semantic Retrieval Framework for Textual SearchEngine0
Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning0
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems0
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive BaselinesCode0
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images0
Multilingual Universal Sentence Encoder for Semantic Retrieval0
Beyond Lexical: A Semantic Retrieval Framework for Textual Search Engine0
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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