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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 291–300 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval	Feb 3, 2024	Information RetrievalKnowledge Graphs	CodeCode Available	1	5
Extending Context Window of Large Language Models via Semantic Compression	Dec 15, 2023	Few-Shot LearningInformation Retrieval	CodeCode Available	1	5
Audio Embeddings as Teachers for Music Classification	Jun 30, 2023	ClassificationInformation Retrieval	CodeCode Available	1	5
audioLIME: Listenable Explanations Using Source Separation	Aug 2, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	1	5
Efficiently predicting high resolution mass spectra with graph neural networks	Jan 26, 2023	Graph ClassificationInformation Retrieval	CodeCode Available	1	5
A multi-task semi-supervised framework for Text2Graph & Graph2Text	Feb 12, 2022	Information RetrievalRetrieval	CodeCode Available	1	5
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media	Jun 10, 2020	ClusteringEvent Detection	CodeCode Available	1	5
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders	Aug 12, 2020	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	1	5
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-Attention	May 20, 2021	Information RetrievalLearning-To-Rank	CodeCode Available	1	5
EEG2Mel: Reconstructing Sound from Brain Responses to Music	Jul 28, 2022	EEGElectroencephalogram (EEG)	CodeCode Available	1	5

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified