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 7151–7175 of 14297 papers

TitleStatusHype
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer—0
Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation Learning and Retrieval—0
Q2R: A Query-to-Resolution System for Natural-Language Queries—0
Retrieval Based Response Letter Generation For a Customer Care Setting—0
Retrieval-augmented Generation across Heterogeneous Knowledge—0
An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering—0
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval—0
Ask Me Anything in Your Native Language—0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation—0
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question AnsweringCode1
Towards Automatic Short Answer Assessment for Finnish as a Paraphrase Retrieval Task—0
Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question AnsweringCode0
ANTS: A Framework for Retrieval of Text Segments in Unstructured Documents—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Permutation Invariant Strategy Using Transformer Encoders for Table Understanding—0
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean LabelCode1
DALG: Deep Attentive Local and Global Modeling for Image Retrieval—0
(Un)likelihood Training for Interpretable EmbeddingCode0
Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases—0
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQACode1
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-SupervisionCode1
Language-Based Audio Retrieval with Converging Tied Layers and Contrastive Loss—0
Supervised Deep Hashing for High-dimensional and Heterogeneous Case-based Reasoning—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