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

Showing 91519200 of 14297 papers

TitleStatusHype
Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders0
A Replication Study of Dense Passage RetrieverCode2
Few-shot Intent Classification and Slot Filling with Retrieved Examples0
Deep Learning for IoT0
Fatigued Random Walks in Hypergraphs: A Neuronal Analogy to Improve Retrieval Performance0
Fatigued PageRank0
Generating Code with the Help of Retrieved Template Functions and Stack Overflow Answers0
Macro-Average: Rare Types Are Important TooCode0
Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval0
Fool Me Twice: Entailment from Wikipedia GamificationCode1
Object Priors for Classifying and Localizing Unseen ActionsCode0
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation0
An Empirical Comparison of Instance Attribution Methods for NLPCode1
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search0
Affine-modeled video extraction from a single motion blurred image0
A Conceptual Framework for Implicit Evaluation of Conversational Search Interfaces0
Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite RankingCode0
Document Layout Analysis via Dynamic Residual Feature Fusion0
Spotify at TREC 2020: Genre-Aware Abstractive Podcast Summarization0
RTIC: Residual Learning for Text and Image Composition using Graph Convolutional NetworkCode1
Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation LearningCode1
Large-scale phase retrieval0
Localization of Autonomous Vehicles: Proof of Concept for A Computer Vision Approach0
Scene Graph Embeddings Using Relative Similarity Supervision0
Neural Feature Search for RGB-Infrared Person Re-Identification0
WhiteningBERT: An Easy Unsupervised Sentence Embedding ApproachCode1
Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval0
FedPandemic: A Cross-Device Federated Learning Approach Towards Elementary Prognosis of Diseases During a Pandemic0
Domain Generalization with MixStyle0
DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching0
ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context0
Topological Information Retrieval with Dilation-Invariant Bottleneck Comparative MeasuresCode0
Scene Text Retrieval via Joint Text Detection and Similarity LearningCode1
FixMyPose: Pose Correctional Captioning and RetrievalCode0
Towards Self-Adaptive Metric Learning On the Fly0
Self-supervised Video Representation Learning by Context and Motion DecouplingCode0
AAformer: Auto-Aligned Transformer for Person Re-Identification0
Spellchecking for Children in Web Search: a Natural Language Interface Case-study0
SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs0
Interesting cross-border news discovery using cross-lingual article linking and document similarity0
IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL0
IRNLP_DAIICT@LT-EDI-EACL2021: Hope Speech detection in Code Mixed text using TF-IDF Char N-grams and MuRIL0
Sentiment Analysis of Dravidian Code Mixed Data0
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering ModelsCode1
CovRelex: A COVID-19 Retrieval System with Relation Extraction0
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data0
Evaluating language models for the retrieval and categorization of lexical collocationsCode0
Benchmarking a transformer-FREE model for ad-hoc retrievalCode0
Query Generation for Multimodal Documents0
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified