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 50015050 of 14297 papers

TitleStatusHype
Generating Natural Questions About an ImageCode0
MatchZoo: A Toolkit for Deep Text MatchingCode0
An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance DetectionCode0
Generating Biomedical Question Answering Corpora from Q&A forumsCode0
Generating Signed Language Instructions in Large-Scale Dialogue SystemsCode0
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical ReasoningCode0
Editable User Profiles for Controllable Text RecommendationCode0
Generating Images from Captions with AttentionCode0
Generating Diverse and Meaningful CaptionsCode0
Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023Code0
Generalizing Conversational Dense Retrieval via LLM-Cognition Data AugmentationCode0
edge2vec: Representation learning using edge semantics for biomedical knowledge discoveryCode0
Generalizing A Person Retrieval Model Hetero- and HomogeneouslyCode0
Coarse-to-Fine Memory Matching for Joint Retrieval and ClassificationCode0
EDeR: A Dataset for Exploring Dependency Relations Between EventsCode0
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human RightsCode0
Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?Code0
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote SensingCode0
ECO: Efficient Convolutional Network for Online Video UnderstandingCode0
Medical Image Retrieval using Deep Convolutional Neural NetworkCode0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
Extraction and Analysis of Fictional Character Networks: A SurveyCode0
An unsupervised and customizable misspelling generator for mining noisy health-related text sourcesCode0
GANzzle: Reframing jigsaw puzzle solving as a retrieval task using a generative mental imageCode0
A Comparison of Question Rewriting Methods for Conversational Passage RetrievalCode0
Game-Based Video-Context DialogueCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
Functional Object-Oriented Network: Construction & ExpansionCode0
Full-Stack Optimized Large Language Models for Lifelong Sequential Behavior Comprehension in RecommendationCode0
Early Exit Strategies for Approximate k-NN Search in Dense RetrievalCode0
FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language ModelsCode0
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A PlatformsCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information RetrievalCode0
From Third Person to First Person: Dataset and Baselines for Synthesis and RetrievalCode0
From Selective Deep Convolutional Features to Compact Binary Representations for Image RetrievalCode0
From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory tracesCode0
MeshNet: Mesh Neural Network for 3D Shape RepresentationCode0
From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer ModelCode0
From Roots to Rewards: Dynamic Tree Reasoning with RLCode0
From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge ExpansionCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with EntitiesCode0
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual DataCode0
BULNER: BUg Localization with word embeddings and NEtwork RegularizationCode0
MFBE: Leveraging Multi-Field Information of FAQs for Efficient Dense RetrievalCode0
A Review on Fact Extraction and VerificationCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
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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