SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 8276–8300 of 14297 papers

TitleStatusHype
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak DecoderCode1
MRF-Chat: Improving Dialogue with Markov Random Fields—0
Detecting Health Advice in Medical Research LiteratureCode0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
Image Retrieval for Arguments Using Stance-Aware Query Expansion—0
Multi-Vector Attention Models for Deep Re-ranking—0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism—0
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval—0
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language QueriesCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval—0
An Exploratory Study on Long Dialogue Summarization: What Works and What’s NextCode0
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question AnsweringCode0
Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots—0
MURAL: Multimodal, Multitask Representations Across Languages—0
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding—0
Improving Embedding-based Large-scale Retrieval via Label Enhancement—0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning—0
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval—0
Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity—0
GerDaLIR: A German Dataset for Legal Information Retrieval—0
A Free Format Legal Question Answering System—0
Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking—0
Masking Modalities for Cross-modal Video Retrieval—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified