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 4576–4600 of 14297 papers

TitleStatusHype
Structured Multi-Track Accompaniment Arrangement via Style Prior ModellingCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
Synergizing Data Imputation and Electronic Health Records for Advancing Prostate Cancer Research: Challenges, and Practical Applications—0
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction—0
Creating a silver standard for patent simplificationCode0
Length is a Curse and a Blessing for Document-level SemanticsCode0
TiC-CLIP: Continual Training of CLIP ModelsCode0
Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression—0
MUSER: A Multi-View Similar Case Retrieval DatasetCode1
A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing—0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific LiteratureCode1
Joint Searching and Grounding: Multi-Granularity Video Content RetrievalCode0
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter—0
DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuningCode2
Strong and Efficient Baselines for Open Domain Conversational Question Answering—0
Diversify Question Generation with Retrieval-Augmented Style TransferCode1
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language ModelsCode1
Chain-of-Factors Paper-Reviewer MatchingCode0
Semantic-Aware Adversarial Training for Reliable Deep Hashing RetrievalCode0
Large Search Model: Redefining Search Stack in the Era of LLMs—0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems—0
Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models—0
MaRU: A Manga Retrieval and Understanding System Connecting Vision and Language—0
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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