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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 2411–2420 of 4740 papers

Title	Date	Tasks	Status	Hype
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models	Jun 1, 2018	Information RetrievalQuestion Answering	—Unverified	0
Toward Incorporation of Relevant Documents in word2vec	Jul 20, 2017	Information RetrievalRetrieval	—Unverified	0
Towards a Benchmark for Scientific Understanding in Humans and Machines	Apr 20, 2023	BenchmarkingInformation Retrieval	—Unverified	0
Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme	Dec 1, 2012	General ClassificationInformation Retrieval	—Unverified	0
Towards a Hybrid Rule-based and Statistical Arabic-French Machine Translation System	Sep 1, 2013	Domain AdaptationInformation Retrieval	—Unverified	0
Towards an All-Purpose Content-Based Multimedia Information Retrieval System	Feb 11, 2019	AllInformation Retrieval	—Unverified	0
Towards a Natural Language Query Processing System	Sep 25, 2020	Information RetrievalManagement	—Unverified	0
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models	Feb 18, 2025	Information RetrievalLarge Language Model	—Unverified	0
Towards a robust framework for the semantic representation of temporal expressions in cultural legacy data	Aug 1, 2014	Information Retrieval	—Unverified	0
Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method	Jan 23, 2020	ClusteringInformation 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