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 4551–4575 of 14297 papers

TitleStatusHype
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and MappingCode1
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods—0
Poisoning Retrieval Corpora by Injecting Adversarial PassagesCode1
Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning—0
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language UnderstandingCode1
CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved Self-Supervised Video Hashing—0
End-to-End Autoregressive Retrieval via Bootstrapping for Smart Reply Systems—0
MILL: Mutual Verification with Large Language Models for Zero-Shot Query ExpansionCode0
UniCat: Crafting a Stronger Fusion Baseline for Multimodal Re-Identification—0
Dense Retrieval as Indirect Supervision for Large-space Decision MakingCode0
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding—0
A Prior Instruction Representation Framework for Remote Sensing Image-text RetrievalCode1
Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 2023—0
Benchingmaking Large Langage Models in Biomedical Triple ExtractionCode1
LipSim: A Provably Robust Perceptual Similarity MetricCode1
Detrimental Contexts in Open-Domain Question AnsweringCode0
Knowledge Corpus Error in Question AnsweringCode0
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval DatasetCode0
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language ModelsCode0
Enhancing Dense Retrievers' Robustness with Group-level ReweightingCode0
CUNI Submission to MRL 2023 Shared Task on Multi-lingual Multi-task Information Retrieval—0
Understanding Social Structures from Contemporary Literary Fiction using Character Interaction Graph -- Half Century Chronology of Influential Bengali Writers—0
1-PAGER: One Pass Answer Generation and Evidence Retrieval—0
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization—0
Structured Multi-Track Accompaniment Arrangement via Style Prior ModellingCode1
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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