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 4651–4675 of 14297 papers

Title	Date	Tasks	Status	Score
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval	Apr 24, 2022	Information RetrievalQuestion Generation	CodeCode Available	5
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever	Sep 15, 2019	Dialogue GenerationResponse Generation	CodeCode Available	5
Hashing with Binary Matrix Pursuit	Aug 6, 2018	Image RetrievalRetrieval	CodeCode Available	5
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation	Nov 1, 2020	DecoderDialogue Generation	CodeCode Available	5
Hashing with Mutual Information	Mar 2, 2018	Image RetrievalRetrieval	CodeCode Available	5
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion Augmentation	Aug 12, 2022	Image RetrievalPose Estimation	CodeCode Available	5
HashNet: Deep Learning to Hash by Continuation	Feb 2, 2017	BinarizationDeep Learning	CodeCode Available	5
Hash Function Learning via Codewords	Aug 13, 2015	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps	Dec 12, 2023	Information RetrievalRAG	CodeCode Available	5
Hashing as Tie-Aware Learning to Rank	May 23, 2017	Image RetrievalLearning-To-Rank	CodeCode Available	5
Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation	Nov 8, 2024	Information RetrievalMusic Recommendation	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
Hashing with binary autoencoders	Jan 5, 2015	DecoderImage Retrieval	CodeCode Available	5
Introducing Information Retrieval for Biomedical Informatics Students	May 6, 2021	Information RetrievalRetrieval	CodeCode Available	5
Heterogenous Memory Augmented Neural Networks	Oct 17, 2023	Retrieval	CodeCode Available	5
HIRO: Hierarchical Information Retrieval Optimization	Jun 14, 2024	Information RetrievalRAG	CodeCode Available	5
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning	Oct 23, 2020	3D Shape RetrievalMetric Learning	CodeCode Available	5
Entropic Hetero-Associative Memory	Nov 2, 2024	Retrieval	CodeCode Available	5
Handling Massive N-Gram Datasets Efficiently	Jun 25, 2018	Language ModelingLanguage Modelling	CodeCode Available	5
Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal	Dec 21, 2022	InformativenessLanguage Modelling	CodeCode Available	5
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models	Aug 14, 2019	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Hadamard Wirtinger Flow for Sparse Phase Retrieval	Jun 1, 2020	Retrieval	CodeCode Available	5
HaluEval-Wild: Evaluating Hallucinations of Language Models in the Wild	Mar 7, 2024	HallucinationQuestion Answering	CodeCode Available	5
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution	Oct 20, 2023	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Harnessing Abstractive Summarization for Fact-Checked Claim Detection	Sep 10, 2022	Abstractive Text SummarizationFact Checking	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