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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 761–770 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Introducing Information Retrieval for Biomedical Informatics Students	May 6, 2021	Information RetrievalRetrieval	CodeCode Available	0	5
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues Dataset	Dec 10, 2019	Conversational SearchInformation Retrieval	CodeCode Available	0	5
A graph-based approach to extracting narrative signals from public discourse	Nov 1, 2024	Abstract Meaning RepresentationInformation Retrieval	CodeCode Available	0	5
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion	Jun 5, 2025	Information RetrievalLanguage Modeling	CodeCode Available	0	5
Bi-Directional Lattice Recurrent Neural Networks for Confidence Estimation	Oct 30, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
IR2: Information Regularization for Information Retrieval	Feb 25, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs	Jan 3, 2024	Conversational Question AnsweringInformation Retrieval	CodeCode Available	0	5
Evaluating Contrastive Feedback for Effective User Simulations	May 5, 2025	Information RetrievalPrompt Engineering	CodeCode Available	0	5
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks	Nov 17, 2015	Feature EngineeringInformation Retrieval	CodeCode Available	0	5
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval	Mar 21, 2022	Information RetrievalMath	CodeCode Available	0	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