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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 3661–3670 of 4740 papers

Title	Date	Tasks	Status	Hype
Overview of the CL-SciSumm 2016 Shared Task	Jun 1, 2016	Document SummarizationInformation Retrieval	—Unverified	0
GUIR at SemEval-2016 task 12: Temporal Information Processing for Clinical Narratives	Jun 1, 2016	Information Retrieval	—Unverified	0
Combining syntactic patterns and Wikipedia's hierarchy of hyperlinks to extract meronym relations	Jun 1, 2016	Information RetrievalQuestion Answering	—Unverified	0
Linguistically Aware Information Retrieval: Providing Input Enrichment for Second Language Learners	Jun 1, 2016	Information RetrievalLanguage Acquisition	—Unverified	0
Linguistic Template Extraction for Recognizing Reader-Emotion	Jun 1, 2016	Emotion ClassificationInformation Retrieval	—Unverified	0
LIPN-IIMAS at SemEval-2016 Task 1: Random Forest Regression Experiments on Align-and-Differentiate and Word Embeddings penalizing strategies	Jun 1, 2016	Information RetrievalSemantic Textual Similarity	—Unverified	0
CIST System for CL-SciSumm 2016 Shared Task	Jun 1, 2016	Document SummarizationInformation Retrieval	—Unverified	0
Making Sense of Massive Amounts of Scientific Publications: the Scientific Knowledge Miner Project	Jun 1, 2016	Document SummarizationInformation Retrieval	—Unverified	0
MayoNLP at SemEval-2016 Task 1: Semantic Textual Similarity based on Lexical Semantic Net and Deep Learning Semantic Model	Jun 1, 2016	Information RetrievalMachine Translation	—Unverified	0
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights	Jun 1, 2016	AttributeDeep Learning	—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