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 12251–12300 of 14297 papers

TitleStatusHype
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented DialogCode0
Introducing Auxiliary Text Query-modifier to Content-based Audio RetrievalCode0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Leveraging Capsule Routing to Associate Knowledge with Medical Literature HierarchicallyCode0
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
Efficient Machine Translation Domain AdaptationCode0
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues DatasetCode0
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methodsCode0
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-RankingCode0
Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval ModelsCode0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
Efficient k-Nearest-Neighbor Machine Translation with Dynamic RetrievalCode0
APES: Audiovisual Person Search in Untrimmed VideoCode0
AODisaggregation: toward global aerosol vertical profilesCode0
Efficient Image Retrieval via Decoupling Diffusion into Online and Offline ProcessingCode0
Multi-Attribute Enhancement Network for Person SearchCode0
Efficient End-to-End Video Question Answering with Pyramidal Multimodal TransformerCode0
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting FrameworkCode0
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form StoriesCode0
Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text RetrievalCode0
Fine-grained Apparel Classification and Retrieval without rich annotationsCode0
An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance DetectionCode0
Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent DomainsCode0
Inverse-Category-Frequency based supervised term weighting scheme for text categorizationCode0
Inverse Cooking: Recipe Generation from Food ImagesCode0
A Binary Variational Autoencoder for HashingCode0
Efficient Document Retrieval with G-RetrieverCode0
Fine-Grained Image Captioning with Global-Local Discriminative ObjectiveCode0
Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product QuantizationCode0
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question AnsweringCode0
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and BeyondCode0
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote SensingCode0
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN RepresentationsCode0
Efficient Cross-Modal Video Retrieval with Meta-Optimized FramesCode0
A Bi-Encoder LSTM Model For Learning Unstructured DialogsCode0
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question AnsweringCode0
BERT is not The Count: Learning to Match Mathematical Statements with ProofsCode0
BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTologyCode0
Inverting The Generator Of A Generative Adversarial Network (II)Code0
Efficient Cross-Modal Retrieval via Deep Binary Hashing and QuantizationCode0
Neighbor-Based Feature and Index Enhancement for Person Re-IdentificationCode0
Investigating Conversational Search Behavior For Domain ExplorationCode0
Efficient course recommendations with T5-based ranking and summarizationCode0
Efficient Conversational Search via Topical Locality in Dense RetrievalCode0
Efficient Cluster-Based k-Nearest-Neighbor Machine TranslationCode0
Leveraging Geometry for Shape Estimation from a Single RGB ImageCode0
Neuro-symbolic representation learning on biological knowledge graphsCode0
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous DataCode0
Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-AnsweringCode0
MultiConIR: Towards multi-condition Information RetrievalCode0
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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