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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 4331–4340 of 4740 papers

Title	Date	Tasks	Status	Hype
Inverse-Category-Frequency based supervised term weighting scheme for text categorization	Dec 13, 2010	Cross-corpusInformation Retrieval	CodeCode Available	0
The CL-SciSumm Shared Task 2018: Results and Key Insights	Sep 2, 2019	Document SummarizationInformation Retrieval	CodeCode Available	0
Investigating Conversational Search Behavior For Domain Exploration	Jan 10, 2023	Conversational SearchInformation Retrieval	CodeCode Available	0
PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval	Oct 20, 2020	Information RetrievalLanguage Modeling	CodeCode Available	0
SANGEET: A XML based Open Dataset for Research in Hindustani Sangeet	Jun 7, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Multimodal Entity Tagging with Multimodal Knowledge Base	Dec 21, 2021	Information RetrievalRetrieval	CodeCode Available	0
Investigating Task Arithmetic for Zero-Shot Information Retrieval	May 1, 2025	Information RetrievalRe-Ranking	CodeCode Available	0
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only	May 2, 2018	Cross-Lingual Information RetrievalInformation Retrieval	CodeCode Available	0
Wiki-Reliability: A Large Scale Dataset for Content Reliability on Wikipedia	May 10, 2021	ArticlesInformation Retrieval	CodeCode Available	0
Two are better than one: Context window extension with multi-grained self-injection	Oct 25, 2024	DecoderInformation Retrieval	CodeCode Available	0

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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