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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 1471–1480 of 4740 papers

Title	Date	Tasks	Status	Hype
Starting Conversations with Search Engines -- Interfaces that Elicit Natural Language Queries	Feb 13, 2023	ChatbotInformation Retrieval	—Unverified	0
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction	Feb 13, 2023	Information RetrievalOut-of-Distribution Generalization	—Unverified	0
Large Scale Multi-Lingual Multi-Modal Summarization Dataset	Feb 13, 2023	ArticlesDecoder	CodeCode Available	0
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes	Feb 13, 2023	Information RetrievalRetrieval	CodeCode Available	4
Dataset of Natural Language Queries for E-Commerce	Feb 13, 2023	Conversational SearchInformation Retrieval	—Unverified	0
Alloprof: a new French question-answer education dataset and its use in an information retrieval case study	Feb 10, 2023	Information RetrievalQuestion Answering	CodeCode Available	0
Fast Gumbel-Max Sketch and its Applications	Feb 10, 2023	Information RetrievalRetrieval	—Unverified	0
CREDENCE: Counterfactual Explanations for Document Ranking	Feb 10, 2023	counterfactualDocument Ranking	—Unverified	0
Committed Private Information Retrieval	Feb 3, 2023	Information RetrievalRetrieval	CodeCode Available	0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval Tasks	Feb 2, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	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