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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 2491–2500 of 4740 papers

Title	Date	Tasks	Status	Hype
Text Segmentation by Cross Segment Attention	Apr 30, 2020	Discourse SegmentationInformation Retrieval	CodeCode Available	1
A Deep Recurrent Survival Model for Unbiased Ranking	Apr 30, 2020	Information Retrievalmodel	CodeCode Available	1
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering	Apr 30, 2020	Information RetrievalOpen-Domain Question Answering	CodeCode Available	1
Vertex Nomination in Richly Attributed Networks	Apr 29, 2020	Information RetrievalRetrieval	—Unverified	0
Complementing Lexical Retrieval with Semantic Residual Embedding	Apr 29, 2020	Information RetrievalReranking	—Unverified	0
Provably-secure symmetric private information retrieval with quantum cryptography	Apr 29, 2020	Information RetrievalRetrieval	—Unverified	0
Modularized Transfomer-based Ranking Framework	Apr 28, 2020	Information RetrievalRetrieval	—Unverified	0
On the Reliability of Test Collections for Evaluating Systems of Different Types	Apr 28, 2020	Deep LearningFairness	—Unverified	0
Entity Type Prediction in Knowledge Graphs using Embeddings	Apr 28, 2020	Entity TypingInformation Retrieval	—Unverified	0
Facial Electromyography-based Adaptive Virtual Reality Gaming for Cognitive Training	Apr 27, 2020	Electromyography (EMG)Emotion Recognition	—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