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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 1841–1850 of 4740 papers

Title	Date	Tasks	Status	Hype
Improving Biomedical Information Retrieval with Neural Retrievers	Jan 19, 2022	Biomedical Information RetrievalInformation Retrieval	—Unverified	0
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval Results	Jan 19, 2022	Information RetrievalRetrieval	CodeCode Available	1
repro_eval: A Python Interface to Reproducibility Measures of System-oriented IR Experiments	Jan 19, 2022	Information RetrievalRetrieval	CodeCode Available	1
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
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents	Jan 16, 2022	Community Question AnsweringInformation Retrieval	—Unverified	0
Learning Cross-Lingual IR from an English Retriever	Jan 16, 2022	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Data Augmentation for Biomedical Factoid Question Answering	Jan 16, 2022	Data AugmentationInformation 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