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 46014650 of 14297 papers

TitleStatusHype
HKUST at SemEval-2023 Task 1: Visual Word Sense Disambiguation with Context Augmentation and Visual AssistanceCode0
Hierarchy-based Image Embeddings for Semantic Image RetrievalCode0
CBIR using features derived by Deep LearningCode0
Hierarchical Similarity Learning for Language-based Product Image RetrievalCode0
Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive LearningCode0
Improving the Efficiency of Visually Augmented Language ModelsCode0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled LearningCode0
How Train-Test Leakage Affects Zero-shot RetrievalCode0
Improving Video Corpus Moment Retrieval with Partial Relevance EnhancementCode0
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot SettingCode0
CAWA: An Attention-Network for Credit AttributionCode0
Hierarchical Indexing for Retrieval-Augmented Opinion SummarizationCode0
Hierarchical localization with panoramic views and triplet loss functionsCode0
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality EvaluationCode0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
CAVE: Correcting Attribute Values in E-commerce ProfilesCode0
Enhancing Subsequent Video Retrieval via Vision-Language Models (VLMs)Code0
Enhancing textual textbook question answering with large language models and retrieval augmented generationCode0
Hierarchical Matching and Reasoning for Multi-Query Image RetrievalCode0
Characterizing Verbatim Short-Term Memory in Neural Language ModelsCode0
HeroNet: A Hybrid Retrieval-Generation Network for Conversational BotsCode0
Enhancing Tool Retrieval with Iterative Feedback from Large Language ModelsCode0
ArcAid: Analysis of Archaeological Artifacts using DrawingsCode0
EMS: Efficient and Effective Massively Multilingual Sentence Embedding LearningCode0
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific DocumentsCode0
HeGeL: A Novel Dataset for Geo-Location from Hebrew TextCode0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
Heterogenous Memory Augmented Neural NetworksCode0
Information-Theoretic Generative Clustering of DocumentsCode0
Injecting the BM25 Score as Text Improves BERT-Based Re-rankersCode0
HBST: A Hamming Distance embedding Binary Search Tree for Visual Place RecognitionCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
Hashing with Mutual InformationCode0
Hashing with Binary Matrix PursuitCode0
HashNet: Deep Learning to Hash by ContinuationCode0
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMsCode0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Hash Function Learning via CodewordsCode0
Empirical evaluation of Uncertainty Quantification in Retrieval-Augmented Language Models for ScienceCode0
Hashing as Tie-Aware Learning to RankCode0
Empirical Evaluation of Four Tensor Decomposition AlgorithmsCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Hashing with binary autoencodersCode0
A Read-and-Select Framework for Zero-shot Entity LinkingCode0
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionCode0
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue GenerationCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion AugmentationCode0
Harnessing Evolution of Multi-Turn Conversations for Effective Answer RetrievalCode0
Show:102550
← PrevPage 93 of 286Next →

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