SOTAVerified

Semantic Retrieval

Papers

Showing 5175 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
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
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
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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