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 85018550 of 14297 papers

TitleStatusHype
Quoka Atlas of Scholarly Knowledge Production: An Interactive Sensemaking Tool for Exploring the Outputs of Research Institutions0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer0
ObjectFolder: A Dataset of Objects with Implicit Visual, Auditory, and Tactile Representations0
Associative Memories via Predictive Coding0
Compact Binary Fingerprint for Image Copy Re-Ranking0
Fast-Slow Transformer for Visually Grounding SpeechCode1
Transductive Learning for Unsupervised Text Style TransferCode1
RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization0
Phrase Retrieval Learns Passage Retrieval, TooCode1
Towards Zero-shot Cross-lingual Image Retrieval and TaggingCode1
Co-Embedding: Discovering Communities on Bipartite Graphs through Projection0
End-to-End Learning of Flowchart Grounded Task-Oriented DialogsCode1
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a DocumentCode0
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact VerificationCode0
Non-Parametric Unsupervised Domain Adaptation for Neural Machine TranslationCode1
Information Cocoons in Online Navigation0
Statistical Inference: The Missing Piece of RecSys Experiment Reliability Discourse0
Adaptive Information Seeking for Open-Domain Question AnsweringCode1
Semantic Answer Type Prediction using BERT: IAI at the ISWC SMART Task 20200
A system for information extraction from scientific texts in Russian0
YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker0
A Semantic Indexing Structure for Image Retrieval0
Challenging Instances are Worth Learning: Generating Valuable Negative Samples for Response Selection Training0
Abstract, Rationale, Stance: A Joint Model for Scientific Claim VerificationCode0
BERT for Target Apps Selection: Analyzing the Diversity and Performance of BERT in Unified Mobile Search0
Keyword Extraction for Improved Document Retrieval in Conversational Search0
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity RepresentationsCode1
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding SpaceCode0
Extended Successive Convex Approximation for Phase Retrieval with Dictionary Learning0
Monocular Camera Localization for Automated Vehicles Using Image Retrieval0
SituatedQA: Incorporating Extra-Linguistic Contexts into QACode1
Graph-based Retrieval for Claim Verification over Cross-Document Evidence0
Stylistic Retrieval-based Dialogue System with Unparallel Training Data0
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue GenerationCode1
Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval0
A Complex Constrained Total Variation Image Denoising Algorithm with Application to Phase Retrieval0
DSSL: Deep Surroundings-person Separation Learning for Text-based Person RetrievalCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
PHPQ: Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image Retrieval0
Contrastive Quantization with Code Memory for Unsupervised Image RetrievalCode1
Refocusing on Relevance: Personalization in NLG0
An Exploratory Study on Long Dialogue Summarization: What Works and What's NextCode0
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQACode1
MURAL: Multimodal, Multitask Retrieval Across Languages0
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsCode0
EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling0
Enabling variable high spatial resolution retrieval from a long pulse BOTDA sensor0
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question AnsweringCode1
Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal DataCode0
Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax LossCode1
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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