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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 3211–3220 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Topical Result Caching in Web Search Engines	Jan 9, 2020	Information RetrievalRetrieval	—Unverified	0	0
Topical Segmentation: a Study of Human Performance and a New Measure of Quality.	Jun 1, 2012	Information RetrievalQuestion Answering	—Unverified	0	0
Topic Extraction and Bundling of Related Scientific Articles	Dec 21, 2012	ArticlesClustering	—Unverified	0	0
Topic Intrusion for Automatic Topic Model Evaluation	Oct 1, 2018	Information Retrievalmodel	—Unverified	0	0
Topic Level Disambiguation for Weak Queries	Feb 17, 2015	Information RetrievalLanguage Modeling	—Unverified	0	0
Topic Models: Accounting Component Structure of Bigrams	May 1, 2015	Document SummarizationInformation Retrieval	—Unverified	0	0
Topic Models + Word Alignment = A Flexible Framework for Extracting Bilingual Dictionary from Comparable Corpus	Aug 1, 2013	Domain AdaptationInformation Retrieval	—Unverified	0	0
TopicRank: Graph-Based Topic Ranking for Keyphrase Extraction	Oct 1, 2013	Document SummarizationInformation Retrieval	—Unverified	0	0
Topic Segmentation Model Focusing on Local Context	Jan 5, 2023	Information Retrievalmodel	—Unverified	0	0
Topic Segmentation with a Structured Topic Model	Jun 1, 2013	Information Retrievalmodel	—Unverified	0	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