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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 2981–2990 of 4740 papers

Title	Date	Tasks	Status	Hype
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge	Aug 1, 2018	Answer SelectionInformation Retrieval	—Unverified	0
T-Know: a Knowledge Graph-based Question Answering and Infor-mation Retrieval System for Traditional Chinese Medicine	Aug 1, 2018	Information RetrievalQuestion Answering	—Unverified	0
Semantic Parsing for Technical Support Questions	Aug 1, 2018	Information RetrievalRetrieval	—Unverified	0
Genre Identification and the Compositional Effect of Genre in Literature	Aug 1, 2018	Decision MakingInformation Retrieval	—Unverified	0
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation	Aug 1, 2018	Binary ClassificationCross-corpus	—Unverified	0
Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora	Aug 1, 2018	Information RetrievalMachine Translation	—Unverified	0
A Unified RvNN Framework for End-to-End Chinese Discourse Parsing	Aug 1, 2018	Discourse ParsingInformation Retrieval	—Unverified	0
Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training	Aug 1, 2018	Cloze TestInformation Retrieval	—Unverified	0
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph	Aug 1, 2018	Information RetrievalMachine Translation	CodeCode Available	0
Joint Learning from Labeled and Unlabeled Data for Information Retrieval	Aug 1, 2018	Information RetrievalRepresentation 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