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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 3641–3650 of 4740 papers

Title	Date	Tasks	Status	Hype
Semi-supervised and unsupervised categorization of posts in Web discussion forums using part-of-speech information and minimal features	Jun 1, 2016	Information Retrieval	—Unverified	0
Recognizing Reference Spans and Classifying their Discourse Facets	Jun 1, 2016	Information RetrievalLearning-To-Rank	—Unverified	0
Incorporating Satellite Documents into Co-citation Networks for Scientific Paper Searches	Jun 1, 2016	Information Retrieval	—Unverified	0
Augmenting Course Material with Open Access Textbooks	Jun 1, 2016	Information Retrieval	—Unverified	0
Trainable Citation-enhanced Summarization of Scientific Articles	Jun 1, 2016	ArticlesDocument Summarization	—Unverified	0
But What Do We Actually Know?	Jun 1, 2016	Information RetrievalQuestion Answering	—Unverified	0
Multiple In-text Reference Aggregation Phenomenon	Jun 1, 2016	Information Retrieval	—Unverified	0
Using Linear Classifiers for the Automatic Triage of Posts in the 2016 CLPsych Shared Task	Jun 1, 2016	Document ClassificationInformation Retrieval	—Unverified	0
Identifying Referenced Text in Scientific Publications by Summarisation and Classification Techniques	Jun 1, 2016	Document SummarizationGeneral Classification	—Unverified	0
Exploring the Leading Authors and Journals in Major Topics by Citation Sentences and Topic Modeling	Jun 1, 2016	Information 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