SOTAVerified

Semantic Retrieval

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 86 papers

TitleStatusHype
SCBench: A KV Cache-Centric Analysis of Long-Context MethodsCode5
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook RetrievalCode2
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
Semantic Models for the First-stage Retrieval: A Comprehensive ReviewCode1
Training Effective Neural Sentence Encoders from Automatically Mined ParaphrasesCode1
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric LearningCode1
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 Information Recovery in Wireless NetworksCode1
Sentence Representation Learning with Generative Objective rather than Contrastive ObjectiveCode1
Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleCode1
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge DistillationCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language ModelsCode1
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction—0
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval—0
Compressing Sentence Representation with maximum Coding Rate Reduction—0
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning—0
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training—0
Enhancing Relevance of Embedding-based Retrieval at Walmart—0
Compressing Sentence Representation via Homomorphic Projective Distillation—0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—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