SOTAVerified

Semantic Retrieval

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–86 of 86 papers

TitleStatusHype
Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval—0
Unified Embedding Based Personalized Retrieval in Etsy Search—0
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System—0
Event-Centric Query Expansion in Web Search—0
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language ModelsCode0
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing—0
Description-Based Text Similarity—0
Compressing Sentence Representation with maximum Coding Rate Reduction—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Information Retrieval: Recent Advances and Beyond—0
Cursive Caption Text Detection in Videos—0
More Like This: Semantic Retrieval with Linguistic Information—0
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic SearchCode0
Permutation Invariant Strategy Using Transformer Encoders for Table Understanding—0
Variational Transformer: A Framework Beyond the Trade-off between Accuracy and Diversity for Image CaptioningCode0
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning—0
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective DistillationCode0
Semantic Sentence Composition Reasoning for Multi-Hop Question Answering—0
Compressing Sentence Representation via Homomorphic Projective Distillation—0
Evaluation of Audio-Visual Alignments in Visually Grounded Speech ModelsCode0
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search—0
Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples—0
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble—0
Beyond Lexical: A Semantic Retrieval Framework for Textual SearchEngine—0
Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning—0
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems—0
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive BaselinesCode0
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images—0
Multilingual Universal Sentence Encoder for Semantic Retrieval—0
Beyond Lexical: A Semantic Retrieval Framework for Textual Search Engine—0
Semantic query-by-example speech search using visual groundingCode0
Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs—0
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval—0
NIST: An Image Classification Network to Image Semantic Retrieval—0
Hashing on Nonlinear Manifolds—0
Semantic Search in Documents Enriched by LOD-based Annotations—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Human baselineSoft-F10.84—Unverified
2k-NN with sentence n-grams, GPT-2 embeddings, fICASoft-F10.51—Unverified
3DBTW, GPT-1 embeddings, fICASoft-F10.51—Unverified
4LSA baselineSoft-F10.39—Unverified
5Universal Sentence EncoderSoft-F10.38—Unverified
6Sentence BERTSoft-F10.31—Unverified