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 10151–10200 of 14297 papers

TitleStatusHype
Relative Entropy Regularised TDLAS Tomography for Robust Temperature Imaging—0
A new approach to descriptors generation for image retrieval by analyzing activations of deep neural network layers—0
A Feature Analysis for Multimodal News Retrieval—0
Assessing the behavior and performance of a supervised term-weighting technique for topic-based retrieval—0
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations—0
Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation—0
Data-Efficient Ranking Distillation for Image Retrieval—0
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep Extensions—0
Less is More: Rejecting Unreliable Reviews for Product Question AnsweringCode0
Generalized Few-Shot Video Classification with Video Retrieval and Feature GenerationCode1
Evaluating and interpreting caption prediction for histopathology imagesCode0
A Survey of Quantum Theory Inspired Approaches to Information Retrieval—0
Location Sensitive Image Retrieval and Tagging—0
On Learning Semantic Representations for Million-Scale Free-Hand SketchesCode1
Structured (De)composable Representations Trained with Neural Networks—0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature—0
Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback—0
Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval—0
Searching Scientific Literature for Answers on COVID-19 Questions—0
CORD19STS: COVID-19 Semantic Textual Similarity Dataset—0
Overlapping Spaces for Compact Graph RepresentationsCode0
On-The-Fly Information Retrieval Augmentation for Language Models—0
Language-agnostic BERT Sentence EmbeddingCode1
MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks—0
Climbing the WOL: Training for Cheaper Inference—0
Leveraging Passage Retrieval with Generative Models for Open Domain Question AnsweringCode1
Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings—0
Self-supervised context-aware COVID-19 document exploration through atlas groundingCode0
Relevance-guided Supervision for OpenQA with ColBERTCode2
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text RetrievalCode1
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and RetrievalCode1
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles—0
Improving Biomedical Analogical Retrieval with Embedding of Structural Dependencies—0
Sequence-to-Set Semantic Tagging for Complex Query Reformulation and Automated Text Categorization in Biomedical IR using Self-Attention—0
Simple Compounded-Label Training for Fact Extraction and Verification—0
Toward General Scene Graph: Integration of Visual Semantic Knowledge with Entity Synset Alignment—0
Neural Multi-task Text Normalization and Sanitization with Pointer-Generator—0
Paraphrase Generation by Learning How to Edit from Samples—0
Unsupervised Paraphasia Classification in Aphasic Speech—0
Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing—0
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding—0
Unsupervised FAQ Retrieval with Question Generation and BERT—0
``None of the Above'': Measure Uncertainty in Dialog Response Retrieval—0
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval TaskCode0
EVIDENCEMINER: Textual Evidence Discovery for Life Sciences—0
Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain—0
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationCode0
Machine Reading of Historical EventsCode0
DoQA - Accessing Domain-Specific FAQs via Conversational QA—0
Show:102550
← PrevPage 204 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