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 3901–3925 of 14297 papers

Title	Date	Tasks	Status	Score
An Information Retrieval Approach to Building Datasets for Hate Speech Detection	Jun 17, 2021	Active LearningExplanation Generation	CodeCode Available	5
TechNet: Technology Semantic Network Based on Patent Data	Jun 2, 2019	Knowledge GraphsRetrieval	CodeCode Available	5
Investigating Conversational Search Behavior For Domain Exploration	Jan 10, 2023	Conversational SearchInformation Retrieval	CodeCode Available	5
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution	Oct 20, 2023	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Context-Aware Cross-Lingual Mapping	Mar 8, 2019	RetrievalSentence	CodeCode Available	5
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues Dataset	Dec 10, 2019	Conversational SearchInformation Retrieval	CodeCode Available	5
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval	Jul 20, 2022	Retrieval	CodeCode Available	5
A Little Bit Is Worse Than None: Ranking with Limited Training Data	Nov 1, 2020	Passage RetrievalRetrieval	CodeCode Available	5
Introducing Information Retrieval for Biomedical Informatics Students	May 6, 2021	Information RetrievalRetrieval	CodeCode Available	5
Intra-Modal Constraint Loss For Image-Text Retrieval	Jul 11, 2022	Cross-Modal RetrievalImage-text Retrieval	CodeCode Available	5
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models	Oct 25, 2019	Feature EngineeringInformation Retrieval	CodeCode Available	5
Content Selection Network for Document-grounded Retrieval-based Chatbots	Jan 21, 2021	Retrieval	CodeCode Available	5
A Bi-Encoder LSTM Model For Learning Unstructured Dialogs	Apr 25, 2021	ChatbotRetrieval	CodeCode Available	5
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network	Oct 2, 2019	Information RetrievalRetrieval	CodeCode Available	5
Introducing a Class-Aware Metric for Monocular Depth Estimation: An Automotive Perspective	Sep 6, 2024	Depth EstimationMonocular Depth Estimation	CodeCode Available	5
Inverse-Category-Frequency based supervised term weighting scheme for text categorization	Dec 13, 2010	Cross-corpusInformation Retrieval	CodeCode Available	5
iQPP: A Benchmark for Image Query Performance Prediction	Feb 20, 2023	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach	Aug 26, 2020	Graph Neural NetworkInformation Retrieval	CodeCode Available	5
Learning to Retrieve Engaging Follow-Up Queries	Feb 21, 2023	Retrievalvalid	CodeCode Available	5
Content-Based Video-Music Retrieval Using Soft Intra-Modal Structure Constraint	Apr 22, 2017	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Interpretable Natural Language Segmentation Based on Link Grammar	Nov 14, 2020	Question AnsweringRetrieval	CodeCode Available	5
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History	Mar 7, 2025	RAGRetrieval	CodeCode Available	5
Content based singing voice source separation via strong conditioning using aligned phonemes	Aug 5, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	5
Ranking Narrative Query Graphs for Biomedical Document Retrieval (Technical Report)	Dec 6, 2024	Knowledge GraphsRetrieval	CodeCode Available	5
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots	Jan 7, 2019	Conversational Response SelectionDescriptive	CodeCode Available	5

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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