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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 1401–1410 of 4740 papers

Title	Date	Tasks	Status	Hype
Attentive Representation Learning with Adversarial Training for Short Text Clustering	Dec 8, 2019	ClusteringInformation Retrieval	—Unverified	0
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval	Jul 29, 2018	Information RetrievalRetrieval	—Unverified	0
Analyzing Patient Records to Establish If and When a Patient Suffered from a Medical Condition	Jun 1, 2012	Information RetrievalQuestion Answering	—Unverified	0
Domain-Sensitive Temporal Tagging By Jannik Str\"otgen, Michael Gertz	Jun 1, 2018	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
Discovering seminal works with marker papers	Jan 22, 2019	Information RetrievalRetrieval	—Unverified	0
Back up your Stance: Recognizing Arguments in Online Discussions	Jun 1, 2014	Information RetrievalOpinion Mining	—Unverified	0
Cross-modal variational inference for bijective signal-symbol translation	Feb 10, 2020	Audio GenerationDensity Estimation	—Unverified	0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses	Jun 22, 2015	Information RetrievalMachine Translation	—Unverified	0
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words	Apr 1, 2017	General ClassificationInformation Retrieval	—Unverified	0
Analyzing Language Learned by an Active Question Answering Agent	Jan 23, 2018	Information RetrievalQuestion Answering	—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