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 5151–5175 of 14297 papers

Title	Date	Tasks	Status	Score
Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise Levels	Oct 28, 2024	Retrieval	CodeCode Available	5
Fast Supervised Discrete Hashing and its Analysis	Nov 30, 2016	Image RetrievalQuantization	CodeCode Available	5
Fast Supervised Hashing with Decision Trees for High-Dimensional Data	Apr 6, 2014	RetrievalVocal Bursts Intensity Prediction	CodeCode Available	5
FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation Learning	Aug 29, 2024	Few-Shot Imitation LearningImitation Learning	CodeCode Available	5
Dual-Path Convolutional Image-Text Embeddings with Instance Loss	Nov 15, 2017	Content-Based Image RetrievalCross-Modal Retrieval	CodeCode Available	5
Answer-based Adversarial Training for Generating Clarification Questions	Apr 4, 2019	Generative Adversarial NetworkRetrieval	CodeCode Available	5
Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots	Aug 16, 2019	Retrieval	CodeCode Available	5
BT^2: Backward-compatible Training with Basis Transformation	Nov 8, 2022	Retrieval	CodeCode Available	5
Dual-level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval	Jun 10, 2020	Deep HashingImage Retrieval	CodeCode Available	5
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech	May 25, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification	Aug 6, 2020	DisentanglementPerson Re-Identification	CodeCode Available	5
FIVR: Fine-grained Incident Video Retrieval	Sep 11, 2018	BenchmarkingRetrieval	CodeCode Available	5
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding Tasks	Mar 24, 2022	Action RecognitionRetrieval	CodeCode Available	5
FixMyPose: Pose Correctional Captioning and Retrieval	Apr 4, 2021	Pose RetrievalRetrieval	CodeCode Available	5
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning	May 22, 2017	Information RetrievalQuestion Answering	CodeCode Available	5
FDDH: Fast Discriminative Discrete Hashing for Large-Scale Cross-Modal Retrieval	May 15, 2021	Cross-Modal RetrievalQuantization	CodeCode Available	5
Dual Encoding for Zero-Example Video Retrieval	Sep 17, 2018	Ad-hoc video searchRetrieval	CodeCode Available	5
Dual Asymmetric Deep Hashing Learning	Jan 25, 2018	Deep HashingRetrieval	CodeCode Available	5
Fine Tuning vs. Retrieval Augmented Generation for Less Popular Knowledge	Mar 3, 2024	Data AugmentationQuestion Answering	CodeCode Available	5
DTOS: Dynamic Time Object Sensing with Large Multimodal Model	Jan 1, 2025	Moment RetrievalReferring Video Object Segmentation	CodeCode Available	5
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models	Feb 16, 2024	Decision MakingFinancial Analysis	CodeCode Available	5
DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog	May 1, 2022	dialog state trackingLanguage Modeling	CodeCode Available	5
Collective Relevance Labeling for Passage Retrieval	May 6, 2022	Information RetrievalKnowledge Distillation	CodeCode Available	5
Feature Learning based Deep Supervised Hashing with Pairwise Labels	Nov 12, 2015	Deep HashingImage Retrieval	CodeCode Available	5
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization	Oct 19, 2020	Multi-Task LearningRetrieval	CodeCode Available	5

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified