SOTAVerified

Semantic Retrieval

Papers

Showing 5160 of 86 papers

TitleStatusHype
Compressing Sentence Representation with maximum Coding Rate Reduction0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval0
Information Retrieval: Recent Advances and Beyond0
Cursive Caption Text Detection in Videos0
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric LearningCode1
Sentence Representation Learning with Generative Objective rather than Contrastive ObjectiveCode1
More Like This: Semantic Retrieval with Linguistic Information0
Training Effective Neural Sentence Encoders from Automatically Mined ParaphrasesCode1
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic SearchCode0
Permutation Invariant Strategy Using Transformer Encoders for Table Understanding0
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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