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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 3651–3660 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Adaptor Grammars for Learning Non-Concatenative Morphology	Oct 1, 2013	Information RetrievalLanguage Acquisition	—Unverified	0	0
A Database of Attribution Relations	May 1, 2012	Information RetrievalSentiment Analysis	—Unverified	0	0
A Data Driven Approach for Person Name Disambiguation in Web Search Results	Aug 1, 2014	Entity LinkingInformation Retrieval	—Unverified	0	0
A data-driven strategy to combine word embeddings in information retrieval	May 26, 2021	Ad-Hoc Information RetrievalDescriptive	—Unverified	0	0
A dataset and baselines for sequential open-domain question answering	Oct 1, 2018	Information RetrievalOpen-Domain Question Answering	—Unverified	0	0
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision	May 1, 2018	Information RetrievalRelation	—Unverified	0	0
Adding Morpho-semantic Relations to the Romanian Wordnet	May 1, 2012	Information RetrievalQuestion Answering	—Unverified	0	0
Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection	Dec 20, 2022	Information RetrievalRetrieval	—Unverified	0	0
A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data	Sep 13, 2014	image-classificationImage Classification	—Unverified	0	0
A Deep Investigation of Deep IR Models	Jul 24, 2017	Information RetrievalLearning-To-Rank	—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