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 3001–3050 of 14297 papers

TitleStatusHype
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models—0
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy—0
Few-Shot Recognition via Stage-Wise Retrieval-Augmented FinetuningCode1
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented GenerationCode1
ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token RecyclingCode0
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering CapabilitiesCode0
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers—0
Revisiting Cosine Similarity via Normalized ICA-transformed EmbeddingsCode0
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional InformationCode0
Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags—0
Curating Stopwords in Marathi: A TF-IDF Approach for Improved Text Analysis and Information Retrieval—0
SparseCL: Sparse Contrastive Learning for Contradiction Retrieval—0
TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation—0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL—0
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering—0
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems—0
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction—0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval—0
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments—0
BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image RetrievalCode0
Datasets for Multilingual Answer Sentence Selection—0
Neural Concept BinderCode1
HIRO: Hierarchical Information Retrieval OptimizationCode0
Bioptic B1: A Target-Agnostic Potency-Based Small Molecules Search Engine—0
Hyperdimensional Quantum Factorization—0
Multi-Modal Retrieval For Large Language Model Based Speech Recognition—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
Robust Information Retrieval—0
Khmer Semantic Search Engine (KSE): Digital Information Access and Document Retrieval—0
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models—0
An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image RetrievalCode2
Exploring the Spectrum of Visio-Linguistic Compositionality and RecognitionCode1
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms—0
Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language ModelCode2
Self-supervised Graph Neural Network for Mechanical CAD Retrieval—0
Explore the Limits of Omni-modal Pretraining at ScaleCode2
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning—0
Ad Auctions for LLMs via Retrieval Augmented Generation—0
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search—0
OpenObj: Open-Vocabulary Object-Level Neural Radiance Fields with Fine-Grained UnderstandingCode1
Prediction of the Realisation of an Information Need: An EEG Study—0
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling—0
Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning—0
State Soup: In-Context Skill Learning, Retrieval and Mixing—0
RACon: Retrieval-Augmented Simulated Character Locomotion Control—0
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis—0
Progress Towards Decoding Visual Imagery via fNIRS—0
Bridging Language Gaps in Audio-Text RetrievalCode1
Progressive Query Expansion for Retrieval Over Cost-constrained Data Sources—0
Show:102550
← PrevPage 61 of 286Next →
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