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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 3221–3230 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Topological Data Analysis in Text Classification: Extracting Features with Additive Information	Mar 29, 2020	General ClassificationInformation Retrieval	—Unverified	0	0
Toward a Comparable Corpus of Latvian, Russian and English Tweets	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0	0
Toward a Deep Neural Approach for Knowledge-Based IR	Jun 23, 2016	Ad-Hoc Information RetrievalDocument Ranking	—Unverified	0	0
Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking	Feb 24, 2025	Information RetrievalRetrieval	—Unverified	0	0
Toward Automatic Group Membership Annotation for Group Fairness Evaluation	Jul 12, 2024	FairnessInformation Retrieval	—Unverified	0	0
Toward building next-generation Geocoding systems: a systematic review	Mar 24, 2025	Information RetrievalRetrieval	—Unverified	0	0
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models	Jun 1, 2018	Information RetrievalQuestion Answering	—Unverified	0	0
Toward Incorporation of Relevant Documents in word2vec	Jul 20, 2017	Information RetrievalRetrieval	—Unverified	0	0
Towards a Benchmark for Scientific Understanding in Humans and Machines	Apr 20, 2023	BenchmarkingInformation Retrieval	—Unverified	0	0
Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme	Dec 1, 2012	General ClassificationInformation Retrieval	—Unverified	0	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