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 1190111950 of 14297 papers

TitleStatusHype
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error CorrectionCode0
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine TranslationCode0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual RetrievalCode0
A Discriminatively Learned CNN Embedding for Person Re-identificationCode0
Retrieval of Surface Solar Radiation through Implicit Albedo Recovery from Temporal ContextCode0
Ad Hoc Table Retrieval using Semantic SimilarityCode0
A Deep Relevance Matching Model for Ad-hoc RetrievalCode0
A Deep Learning Architecture for Passive Microwave Precipitation Retrievals using CloudSat and GPM DataCode0
Exploiting Device and Audio Data to Tag Music with User-Aware Listening ContextsCode0
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence InteractionsCode0
Cross-lingual Document Retrieval using Regularized Wasserstein DistanceCode0
Learning to Learn from Web Data through Deep Semantic EmbeddingsCode0
Are we done with object recognition? The iCub robot's perspectiveCode0
Crosslingual Document Embedding as Reduced-Rank Ridge RegressionCode0
A Deep Bag-of-Features Model for Music Auto-TaggingCode0
Cross-lingual Contextualized Phrase RetrievalCode0
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
Evaluating Multilingual Sentence Representation Models in a Real Case ScenarioCode0
Learning to Locate Visual Answer in Video Corpus Using QuestionCode0
Learning to Match Mathematical Statements with ProofsCode0
Exploiting Semantic Role Contextualized Video Features for Multi-Instance Text-Video Retrieval EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022Code0
Learning to Match Using Local and Distributed Representations of Text for Web SearchCode0
Development and Validation of a Dynamic-Template-Constrained Large Language Model for Generating Fully-Structured Radiology ReportsCode0
ActBERT: Learning Global-Local Video-Text RepresentationsCode0
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performanceCode0
Learning to Minimize the Remainder in Supervised LearningCode0
NORPPA: NOvel Ringed seal re-identification by Pelage Pattern AggregationCode0
Incremental Embedding Learning via Zero-Shot TranslationCode0
BioNerFlair: biomedical named entity recognition using flair embedding and sequence taggerCode0
Incremental Multiview Point Cloud RegistrationCode0
Explore-Exploit Graph Traversal for Image RetrievalCode0
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
Learning to Prune in Metric and Non-Metric SpacesCode0
Evaluating language models for the retrieval and categorization of lexical collocationsCode0
MphayaNER: Named Entity Recognition for TshivendaCode0
Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence GenerationCode0
Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss WeightingCode0
A Modulation Module for Multi-task Learning with Applications in Image RetrievalCode0
Evaluating How Developers Use General-Purpose Web-Search for Code RetrievalCode0
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationCode0
Learning to Rank Context for Named Entity Recognition Using a Synthetic DatasetCode0
A Retrieve-and-Edit Framework for Predicting Structured OutputsCode0
A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal StudiesCode0
Evaluating Fairness in Argument RetrievalCode0
The iMet Collection 2019 Challenge DatasetCode0
Evaluating Elements of Web-based Data Enrichment for Pseudo-Relevance Feedback RetrievalCode0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian LanguagesCode0
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language ModelsCode0
Cross-Domain Image Matching with Deep Feature MapsCode0
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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