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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 2451–2460 of 4740 papers

Title	Date	Tasks	Status	Hype
Towards Semantic Modeling of Contradictions and Disagreements: A Case Study of Medical Guidelines	Aug 2, 2017	Information RetrievalRetrieval	—Unverified	0
Towards Semantic Query Segmentation	Jul 25, 2017	Information RetrievalRetrieval	—Unverified	0
Towards Semantic Search for Community Question Answering for Mortgage Officers	Mar 14, 2022	Community Question AnsweringDomain Adaptation	—Unverified	0
Towards the automatic classification of complex-type nominals	Sep 1, 2013	ClassificationGeneral Classification	—Unverified	0
Towards Theoretical Understanding of Weak Supervision for Information Retrieval	Jun 13, 2018	Information RetrievalLearning-To-Rank	—Unverified	0
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes	Sep 1, 2017	Information RetrievalStance Detection	—Unverified	0
Towards Topic-to-Question Generation	Mar 1, 2015	Information RetrievalQuestion Answering	—Unverified	0
Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations	Jun 1, 2016	Information RetrievalMachine Translation	—Unverified	0
Toward the Understanding of Deep Text Matching Models for Information Retrieval	Aug 16, 2021	Information RetrievalRetrieval	—Unverified	0
Toward Word Embedding for Personalized Information Retrieval	Jun 22, 2016	Information RetrievalRetrieval	—Unverified	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