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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4451–4475 of 14297 papers

TitleStatusHype
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context LearningCode0
Phase retrieval with semi-algebraic and ReLU neural network priors—0
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models—0
Can MusicGen Create Training Data for MIR Tasks?—0
Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval—0
Summarization-Based Document IDs for Generative Retrieval with Language ModelsCode0
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset—0
Text Retrieval with Multi-Stage Re-Ranking ModelsCode0
Asking More Informative Questions for Grounded Retrieval—0
Predicting Text Preference Via Structured Comparative Reasoning—0
ChoralSynth: Synthetic Dataset of Choral SingingCode0
KTRL+F: Knowledge-Augmented In-Document SearchCode1
Learning to Filter Context for Retrieval-Augmented GenerationCode2
Fine-tuning Language Models for Factuality—0
Automated Fact-Checking in Dialogue: Are Specialized Models Needed?—0
LLatrieval: LLM-Verified Retrieval for Verifiable GenerationCode1
Overview of the TREC 2023 Product Product Search Track—0
REST: Retrieval-Based Speculative DecodingCode2
Pretrain like Your Inference: Masked Tuning Improves Zero-Shot Composed Image RetrievalCode0
Fine-Tuning the Retrieval Mechanism for Tabular Deep Learning—0
On Elastic Language Models—0
Large Language Models are In-context Teachers for Knowledge Reasoning—0
Retrieval and Generative Approaches for a Pregnancy Chatbot in Nepali with Stemmed and Non-Stemmed Data : A Comparative Study—0
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL—0
Show:102550
← PrevPage 179 of 572Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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