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 4626–4650 of 14297 papers

Title	Date	Tasks	Status	Score
HeGeL: A Novel Dataset for Geo-Location from Hebrew Text	Jul 2, 2023	Natural Language UnderstandingRetrieval	CodeCode Available	5
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs	Jan 24, 2025	Knowledge GraphsMedical Question Answering	CodeCode Available	5
Heterogenous Memory Augmented Neural Networks	Oct 17, 2023	Retrieval	CodeCode Available	5
Information-Theoretic Generative Clustering of Documents	Dec 18, 2024	ClusteringRetrieval	CodeCode Available	5
Injecting the BM25 Score as Text Improves BERT-Based Re-rankers	Jan 23, 2023	Retrieval	CodeCode Available	5
HBST: A Hamming Distance embedding Binary Search Tree for Visual Place Recognition	Feb 26, 2018	Image RetrievalRetrieval	CodeCode Available	5
HC4: A New Suite of Test Collections for Ad Hoc CLIR	Jan 24, 2022	Active LearningInformation Retrieval	CodeCode Available	5
Hashing with Mutual Information	Mar 2, 2018	Image RetrievalRetrieval	CodeCode Available	5
Hashing with Binary Matrix Pursuit	Aug 6, 2018	Image RetrievalRetrieval	CodeCode Available	5
HashNet: Deep Learning to Hash by Continuation	Feb 2, 2017	BinarizationDeep Learning	CodeCode Available	5
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs	Nov 5, 2023	Question AnsweringRAG	CodeCode Available	5
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases	May 21, 2025	RAGRetrieval	CodeCode Available	5
Hash Function Learning via Codewords	Aug 13, 2015	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5
Empirical evaluation of Uncertainty Quantification in Retrieval-Augmented Language Models for Science	Nov 15, 2023	RetrievalUncertainty Quantification	CodeCode Available	5
Hashing as Tie-Aware Learning to Rank	May 23, 2017	Image RetrievalLearning-To-Rank	CodeCode Available	5
Empirical Evaluation of Four Tensor Decomposition Algorithms	Nov 13, 2007	Collaborative FilteringInformation Retrieval	CodeCode Available	5
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications	Nov 14, 2024	Information RetrievalRAG	CodeCode Available	5
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps	Dec 12, 2023	Information RetrievalRAG	CodeCode Available	5
Hashing with binary autoencoders	Jan 5, 2015	DecoderImage Retrieval	CodeCode Available	5
A Read-and-Select Framework for Zero-shot Entity Linking	Oct 19, 2023	Entity DisambiguationEntity Linking	CodeCode Available	5
Harnessing Abstractive Summarization for Fact-Checked Claim Detection	Sep 10, 2022	Abstractive Text SummarizationFact Checking	CodeCode Available	5
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation	Nov 1, 2020	DecoderDialogue Generation	CodeCode Available	5
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages	Dec 16, 2021	Cross-Lingual Information RetrievalCross-Lingual Word Embeddings	CodeCode Available	5
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion Augmentation	Aug 12, 2022	Image RetrievalPose Estimation	CodeCode Available	5
Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval	Dec 22, 2019	Retrievalspeech-recognition	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