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 11301–11350 of 14297 papers

TitleStatusHype
GeoTransformer: Enhancing Urban Forecasting with Dependency Retrieval and Geospatial Attention—0
GerDaLIR: A German Dataset for Legal Information Retrieval—0
GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval—0
GerNED: A German Corpus for Named Entity Disambiguation—0
GeSERA: General-domain Summary Evaluation by Relevance Analysis—0
Get the gist? Using large language models for few-shot decontextualization—0
Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking—0
Getting Better Dialogue Context for Knowledge Identification by Leveraging Document-level Topic Shift—0
Getting Started with Neural Models for Semantic Matching in Web Search—0
Get Your Model Puzzled: Introducing Crossword-Solving as a New NLP Benchmark—0
ggRandomForests: Exploring Random Forest Survival—0
GH-Feat: Learning Versatile Generative Hierarchical Features from GANs—0
GIFT: A Real-time and Scalable 3D Shape Search Engine—0
GiVE: Guiding Visual Encoder to Perceive Overlooked Information—0
Give Me More Details: Improving Fact-Checking with Latent Retrieval—0
GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation—0
Giving Lexical Resources a Second Life: D\'emonette, a Multi-sourced Morpho-semantic Network for French—0
GLAD: Global-Local-Alignment Descriptor for Pedestrian Retrieval—0
GLEAKE: Global and Local Embedding Automatic Keyphrase Extraction—0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian—0
GLIMMER: generalized late-interaction memory reranker—0
Global Context Aware Convolutions for 3D Point Cloud Understanding—0
Global Convergence of Model Function Based Bregman Proximal Minimization Algorithms—0
Global Image Sentiment Transfer—0
Global–Local Information Soft-Alignment for Cross-Modal Remote-Sensing Image–Text Retrieval—0
Global Ranking Using Continuous Conditional Random Fields—0
GLRT-Based Metric Learning for Remote Sensing Object Retrieval—0
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models—0
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs—0
GMM-Based Comprehensive Feature Extraction and Relative Distance Preservation For Few-Shot Cross-Modal Retrieval—0
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer—0
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval—0
Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review—0
Gold Standard Online Debates Summaries and First Experiments Towards Automatic Summarization of Online Debate Data—0
good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval—0
Good/Evil Reputation Judgment of Celebrities by LLMs via Retrieval Augmented Generation—0
Google Landmark Retrieval 2021 Competition Third Place Solution—0
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval—0
GPT-3 Models are Few-Shot Financial Reasoners—0
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models—0
GPTSee: Enhancing Moment Retrieval and Highlight Detection via Description-Based Similarity Features—0
GPT Semantic Cache: Reducing LLM Costs and Latency via Semantic Embedding Caching—0
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning—0
GPU-accelerated Hierarchical Panoramic Image Feature Retrieval for Indoor Localization—0
GPU-accelerated Multi-relational Parallel Graph Retrieval for Web-scale Recommendations—0
Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach—0
GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback—0
GrabQC: Graph based Query Contextualization for automated ICD coding—0
Graded Relevance Assessments and Graded Relevance Measures of NTCIR: A Survey of the First Twenty Years—0
Graded Relevance Scoring of Written Essays with Dense Retrieval—0
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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