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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 2341–2350 of 4740 papers

Title	Date	Tasks	Status	Hype
Proximity full-text searches of frequently occurring words with a response time guarantee	Sep 6, 2020	Information RetrievalRetrieval	—Unverified	0
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations	Sep 6, 2020	ClusteringCode Summarization	—Unverified	0
Analysis and representation of Igbo text document for a text-based system	Sep 5, 2020	Information RetrievalRetrieval	—Unverified	0
Towards Musically Meaningful Explanations Using Source Separation	Sep 4, 2020	Explainable ModelsImage Segmentation	CodeCode Available	1
Multi-Perspective Semantic Information Retrieval	Sep 3, 2020	Information RetrievalRetrieval	—Unverified	0
Revisiting the Open-Domain Question Answering Pipeline	Sep 2, 2020	Information RetrievalMachine Reading Comprehension	—Unverified	0
Comparing Fair Ranking Metrics	Sep 2, 2020	FairnessInformation Retrieval	—Unverified	0
Controlling Chat Bot Multi-Document Navigation with the Extended Discourse Trees	Sep 1, 2020	Information RetrievalRetrieval	—Unverified	0
A Preliminary Study on Using Meta-learning Technique for Information Retrieval	Sep 1, 2020	Information RetrievalMeta-Learning	—Unverified	0
Optimize What You Evaluate With: A Simple Yet Effective Framework For Direct Optimization Of IR Metrics	Aug 31, 2020	Information RetrievalLearning-To-Rank	—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