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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 3791–3800 of 4740 papers

Title	Date	Tasks	Status	Hype
Coreference Resolution to Support IE from Indian Classical Music Forums	Sep 1, 2015	coreference-resolutionCoreference Resolution	—Unverified	0
Personalized Machine Translation: Predicting Translational Preferences	Sep 1, 2015	Collaborative FilteringDomain Adaptation	—Unverified	0
Part-of-Speech Tagging for Code-Mixed English-Hindi Twitter and Facebook Chat Messages	Sep 1, 2015	Information RetrievalPart-Of-Speech Tagging	—Unverified	0
A Baseline Temporal Tagger for all Languages	Sep 1, 2015	AllInformation Retrieval	CodeCode Available	0
Recognizing Textual Entailment Using Probabilistic Inference	Sep 1, 2015	Information RetrievalNatural Language Inference	—Unverified	0
Distributional Semantics for Resolving Bridging Mentions	Sep 1, 2015	ClusteringCoreference Resolution	—Unverified	0
Online Sentence Novelty Scoring for Topical Document Streams	Sep 1, 2015	Information RetrievalSentence	—Unverified	0
One Tree is not Enough: Cross-lingual Accumulative Structure Transfer for Semantic Indeterminacy	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified	0
E-law Module Supporting Lawyers in the Process of Knowledge Discovery from Legal Documents	Sep 1, 2015	Information RetrievalLemmatization	—Unverified	0
Estimation of Discourse Segmentation Labels from Crowd Data	Sep 1, 2015	Discourse SegmentationInformation Retrieval	—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