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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 1991–2000 of 4740 papers

Title	Date	Tasks	Status	Hype
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models	Jan 20, 2022	Document RankingInformation Retrieval	—Unverified	0
Improving Biomedical Information Retrieval with Neural Retrievers	Jan 19, 2022	Biomedical Information RetrievalInformation Retrieval	—Unverified	0
What Makes the Story Forward? Inferring Commonsense Explanations as Prompts for Future Event Generation	Jan 18, 2022	Information RetrievalRetrieval	—Unverified	0
Proactive Query Expansion for Streaming Data Using External Source	Jan 17, 2022	Information RetrievalRetrieval	CodeCode Available	0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction	Jan 16, 2022	Causal InferenceInformation Retrieval	—Unverified	0
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport	Jan 16, 2022	Bilingual Lexicon InductionGraph Matching	—Unverified	0
Learning Cross-Lingual IR from an English Retriever	Jan 16, 2022	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents	Jan 16, 2022	Community Question AnsweringInformation Retrieval	—Unverified	0
Data Augmentation for Biomedical Factoid Question Answering	Jan 16, 2022	Data AugmentationInformation Retrieval	—Unverified	0
Neural Approaches to Conversational Information Retrieval	Jan 13, 2022	Information RetrievalRetrieval	—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