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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 2571–2580 of 4740 papers

Title	Date	Tasks	Status	Hype
Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data	Jan 15, 2020	Information RetrievalRetrieval	—Unverified	0
Modeling Product Search Relevance in e-Commerce	Jan 14, 2020	Information RetrievalRetrieval	—Unverified	0
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning	Jan 14, 2020	Data PoisoningInformation Retrieval	—Unverified	0
On the Replicability of Combining Word Embeddings and Retrieval Models	Jan 13, 2020	ClusteringDocument Classification	—Unverified	0
Machine Learning Approaches for Amharic Parts-of-speech Tagging	Jan 10, 2020	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Topical Result Caching in Web Search Engines	Jan 9, 2020	Information RetrievalRetrieval	—Unverified	0
Conversational Search for Learning Technologies	Jan 9, 2020	Conversational SearchInformation Retrieval	—Unverified	0
Resolving the Scope of Speculation and Negation using Transformer-Based Architectures	Jan 9, 2020	Biomedical Information RetrievalInformation Retrieval	CodeCode Available	0
Measuring Diversity in Heterogeneous Information Networks	Jan 5, 2020	DiversityInformation Retrieval	—Unverified	0
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions	Jan 1, 2020	Information RetrievalRecommendation Systems	—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