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 801–850 of 14297 papers

TitleStatusHype
Dense Hierarchical Retrieval for Open-Domain Question AnsweringCode1
An Adversarial Imitation Click Model for Information RetrievalCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
DeVLBert: Learning Deconfounded Visio-Linguistic RepresentationsCode1
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMsCode1
Analogous to Evolutionary Algorithm: Designing a Unified Sequence ModelCode1
DH3D: Deep Hierarchical 3D Descriptors for Robust Large-Scale 6DoF RelocalizationCode1
DeeperImpact: Optimizing Sparse Learned Index StructuresCode1
Dialog Inpainting: Turning Documents into DialogsCode1
DeepPatent: Large scale patent drawing recognition and retrievalCode1
Differential MambaCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
Deep Complex NetworksCode1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate HallucinationsCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical ResearchCode1
Adaptive Re-Ranking with a Corpus GraphCode1
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language InferenceCode1
Decouple knowledge from parameters for plug-and-play language modelingCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
Dissecting Fine-Tuning Unlearning in Large Language ModelsCode1
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence AnnotationCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense EmbeddingsCode1
Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP Guided Reinforcement LearningCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Geo-LocalizationCode1
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and RetrievalCode1
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuningCode1
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like DocumentsCode1
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global FeaturesCode1
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual LocalizationCode1
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented GenerationCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question CoverageCode1
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response SelectionCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
Do Vision and Language Encoders Represent the World Similarly?Code1
DPPIN: A Biological Repository of Dynamic Protein-Protein Interaction Network DataCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
Dual-branch Hybrid Learning Network for Unbiased Scene Graph GenerationCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
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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