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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 2311–2320 of 4740 papers

Title	Date	Tasks	Status	Hype
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval	Dec 21, 2020	Information RetrievalRetrieval	—Unverified	0
A White Box Analysis of ColBERT	Dec 17, 2020	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified	0
Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization	Dec 17, 2020	Abstractive Text SummarizationInformation Retrieval	CodeCode Available	0
Checking Fact Worthiness using Sentence Embeddings	Dec 16, 2020	Fact CheckingInformation Retrieval	—Unverified	0
Information retrieval system for silte language using BM25 weighting	Dec 16, 2020	Information RetrievalRetrieval	—Unverified	0
Building Cross-Sectional Systematic Strategies By Learning to Rank	Dec 13, 2020	Information RetrievalLearning-To-Rank	—Unverified	0
GAN-based Recommendation with Positive-Unlabeled Sampling	Dec 12, 2020	Generative Adversarial NetworkInformation Retrieval	—Unverified	0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR	Dec 10, 2020	ArticlesInformation Retrieval	—Unverified	0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem	Dec 10, 2020	Information RetrievalManagement	—Unverified	0
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method	Dec 10, 2020	Collaborative FilteringInformation Retrieval	—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