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 27012750 of 14297 papers

TitleStatusHype
Familiarity-Aware Evidence Compression for Retrieval-Augmented GenerationCode1
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal HashingCode1
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet ExtractionCode1
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal LearningCode1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
Compressing LLMs: The Truth is Rarely Pure and Never SimpleCode1
Fast and Accurate Factual Inconsistency Detection Over Long DocumentsCode1
Fast and Light-Weight Answer Text Retrieval in Dialogue SystemsCode1
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse RetrievalCode1
Fast and Incremental Loop Closure Detection Using Proximity GraphsCode1
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is EnoughCode1
Fast and Scalable Image Search For HistologyCode1
Faster Learned Sparse Retrieval with Block-Max PruningCode1
Rethinking the Role of Token Retrieval in Multi-Vector RetrievalCode1
Fast Exact Retrieval for Nearest-neighbor Lookup (FERN)Code1
FastFill: Efficient Compatible Model UpdateCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Consensus-Aware Visual-Semantic Embedding for Image-Text MatchingCode1
CONQUER: Contextual Query-aware Ranking for Video Corpus Moment RetrievalCode1
Fast-Slow Transformer for Visually Grounding SpeechCode1
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval systemCode1
Leveraging Large Language Models as Knowledge-Driven Agents for Reliable Retrosynthesis PlanningCode1
Adversarial Semantic CollisionsCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech SynthesisCode1
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge TransferCode1
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense RetrievalCode1
Federated Self-supervised Learning for Video UnderstandingCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight DetectionCode1
FELM: Benchmarking Factuality Evaluation of Large Language ModelsCode1
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine TranslationCode1
Connecting Language and Vision for Natural Language-Based Vehicle RetrievalCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Conformer-Kernel with Query Term Independence for Document RetrievalCode1
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
Few-Shot Recognition via Stage-Wise Retrieval-Augmented FinetuningCode1
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringCode1
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based FeaturesCode1
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale RetrievalCode1
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval AlignmentCode1
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based ChatbotsCode1
LipSim: A Provably Robust Perceptual Similarity MetricCode1
Long-Context Inference with Retrieval-Augmented Speculative DecodingCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
Retrieval-Augmented Layout Transformer for Content-Aware Layout GenerationCode1
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language IntentCode1
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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