SOTAVerified

Semantic Retrieval

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 86 papers

TitleStatusHype
SCBench: A KV Cache-Centric Analysis of Long-Context MethodsCode5
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook RetrievalCode2
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
Semantic Information Recovery in Wireless NetworksCode1
MINERS: Multilingual Language Models as Semantic RetrieversCode1
LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration DomainCode1
Semantic Models for the First-stage Retrieval: A Comprehensive ReviewCode1
Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleCode1
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
Training Effective Neural Sentence Encoders from Automatically Mined ParaphrasesCode1
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric LearningCode1
Sentence Representation Learning with Generative Objective rather than Contrastive ObjectiveCode1
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language ModelsCode1
Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval—0
Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples—0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—0
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training—0
Enhancing Relevance of Embedding-based Retrieval at Walmart—0
Event-Centric Query Expansion in Web Search—0
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search—0
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning—0
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer—0
Hashing on Nonlinear Manifolds—0
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching—0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
Information Retrieval: Recent Advances and Beyond—0
How to Make LLMs Strong Node Classifiers?—0
Learning Spatially-Aware Language and Audio Embeddings—0
LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation—0
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing—0
MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query—0
More Like This: Semantic Retrieval with Linguistic Information—0
Multilingual Universal Sentence Encoder for Semantic Retrieval—0
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems—0
NIST: An Image Classification Network to Image Semantic Retrieval—0
Optimizing Retrieval Augmented Generation for Object Constraint Language—0
Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features—0
Permutation Invariant Strategy Using Transformer Encoders for Table Understanding—0
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System—0
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset—0
An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education—0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models—0
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval—0
Beyond Lexical: A Semantic Retrieval Framework for Textual SearchEngine—0
Beyond Lexical: A Semantic Retrieval Framework for Textual Search Engine—0
Compressing Sentence Representation via Homomorphic Projective Distillation—0
Compressing Sentence Representation with maximum Coding Rate Reduction—0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Show:102550
← PrevPage 1 of 2Next →

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