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 9801–9825 of 14297 papers

Title	Date	Tasks	Status	Hype
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning	Oct 22, 2020	Audio FingerprintContrastive Learning	CodeCode Available	1
XOR QA: Cross-lingual Open-Retrieval Question Answering	Oct 22, 2020	ArticlesMachine Translation	CodeCode Available	1
S_Covid: An Engine to Explore COVID-19 Scientific Literature	Oct 21, 2020	Information RetrievalQuestion Answering	—Unverified	0
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine	Oct 21, 2020	Retrieval	CodeCode Available	0
LCD -- Line Clustering and Description for Place Recognition	Oct 21, 2020	ClusteringImage Retrieval	CodeCode Available	1
CoRT: Complementary Rankings from Transformers	Oct 20, 2020	Information RetrievalPassage Retrieval	CodeCode Available	1
A Continuous-Time Mirror Descent Approach to Sparse Phase Retrieval	Oct 20, 2020	Retrieval	CodeCode Available	0
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and Efficiently	Oct 20, 2020	Information RetrievalPassage Retrieval	CodeCode Available	1
Individual corpora predict fast memory retrieval during reading	Oct 20, 2020	Language ModelingLanguage Modelling	—Unverified	0
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments	Oct 20, 2020	Image RetrievalRetrieval	CodeCode Available	0
PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval	Oct 20, 2020	Information RetrievalLanguage Modeling	CodeCode Available	0
Open Question Answering over Tables and Text	Oct 20, 2020	Open-Ended Question AnsweringQuestion Answering	CodeCode Available	1
Surprise: Result List Truncation via Extreme Value Theory	Oct 19, 2020	Information RetrievalRetrieval	—Unverified	0
Technical Question Answering across Tasks and Domains	Oct 19, 2020	Question AnsweringReading Comprehension	CodeCode Available	0
Efficient Similarity-Preserving Unsupervised Learning using Modular Sparse Distributed Codes and Novelty-Contingent Noise	Oct 19, 2020	HippocampusRetrieval	—Unverified	0
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization	Oct 19, 2020	Multi-Task LearningRetrieval	CodeCode Available	0
DIME: An Online Tool for the Visual Comparison of Cross-Modal Retrieval Models	Oct 19, 2020	Cross-Modal RetrievalRetrieval	CodeCode Available	0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System	Oct 19, 2020	Information RetrievalPlaying the Game of 2048	—Unverified	0
Self-supervised Co-training for Video Representation Learning	Oct 19, 2020	Action RecognitionContrastive Learning	CodeCode Available	1
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines	Oct 19, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning	Oct 19, 2020	Image RetrievalMetric Learning	—Unverified	0
SHREC 2020 track: 6D Object Pose Estimation	Oct 19, 2020	6D Pose Estimation6D Pose Estimation using RGB	—Unverified	0
Differentiable Top-k with Optimal Transport	Oct 17, 2020	Information RetrievalRetrieval	—Unverified	0
Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning	Oct 17, 2020	RetrievalTransfer Learning	CodeCode Available	1
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets	Oct 17, 2020	Information RetrievalLanguage Identification	—Unverified	0

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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