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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 3321–3330 of 4740 papers

Title	Date	Tasks	Status	Hype
TakeLab-QA at SemEval-2017 Task 3: Classification Experiments for Answer Retrieval in Community QA	Aug 1, 2017	Community Question AnsweringGeneral Classification	—Unverified	0
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator	Aug 1, 2017	General ClassificationInformation Retrieval	—Unverified	0
TWINA at SemEval-2017 Task 4: Twitter Sentiment Analysis with Ensemble Gradient Boost Tree Classifier	Aug 1, 2017	ClassificationGeneral Classification	—Unverified	0
BIT at SemEval-2017 Task 1: Using Semantic Information Space to Evaluate Semantic Textual Similarity	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Deep Learning Models For Multiword Expression Identification	Aug 1, 2017	Deep LearningInformation Retrieval	—Unverified	0
STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble	Aug 1, 2017	Graph SimilarityInformation Retrieval	—Unverified	0
Towards Semantic Query Segmentation	Jul 25, 2017	Information RetrievalRetrieval	—Unverified	0
A Deep Investigation of Deep IR Models	Jul 24, 2017	Information RetrievalLearning-To-Rank	—Unverified	0
Deep Learning based Recommender System: A Survey and New Perspectives	Jul 24, 2017	Deep LearningInformation Retrieval	CodeCode Available	0
Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking	Jul 24, 2017	Information RetrievalPrivacy Preserving	—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