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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 1761–1770 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Exploration of Proximity Heuristics in Length Normalization	Jan 5, 2017	Feature EngineeringInformation Retrieval	—Unverified	0	0
Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations	May 3, 2022	Information RetrievalOpinion Mining	—Unverified	0	0
Explore Person Specific Evidence in Web Person Name Disambiguation	Jul 1, 2012	Entity LinkingInformation Retrieval	—Unverified	0	0
Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview	Dec 5, 2024	Information RetrievalMisinformation	—Unverified	0	0
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges	Feb 17, 2024	AttributeInformation Retrieval	—Unverified	0	0
Efficient AUC Optimization for Information Ranking Applications	Nov 16, 2015	Information Retrievalregression	—Unverified	0	0
Exploring Combinations of Ontological Features and Keywords for Text Retrieval	Jul 20, 2018	Information RetrievalRetrieval	—Unverified	0	0
Exploring Current User Web Search Behaviours in Analysis Tasks to be Supported in Conversational Search	Apr 9, 2021	Conversational SearchInformation Retrieval	—Unverified	0	0
An Iterative Approach for Mining Parallel Sentences in a Comparable Corpus	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0	0
Efficient and Effective Tree-based and Neural Learning to Rank	May 15, 2023	Information RetrievalLearning-To-Rank	—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