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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 1011–1020 of 4740 papers

Title	Date	Tasks	Status	Hype
Simple Domain Adaptation for Sparse Retrievers	Jan 21, 2024	Domain AdaptationInformation Retrieval	—Unverified	0
An Information Retrieval and Extraction Tool for Covid-19 Related Papers	Jan 20, 2024	Information RetrievalRetrieval	CodeCode Available	0
Positive unlabeled learning for building recommender systems in a parliamentary setting	Jan 19, 2024	Information RetrievalRecommendation Systems	—Unverified	0
On the selection of the correct number of terms for profile construction: theoretical and empirical analysis	Jan 19, 2024	Information Retrieval	—Unverified	0
Publication venue recommendation using profiles based on clustering	Jan 19, 2024	ClusteringInformation Retrieval	—Unverified	0
AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment	Jan 19, 2024	ArticlesInformation Retrieval	—Unverified	0
Comparing Traditional and LLM-based Search for Image Geolocation	Jan 18, 2024	Conversational SearchInformation Retrieval	—Unverified	0
Knowledge Pyramid: A Novel Hierarchical Reasoning Structure for Generalized Knowledge Augmentation and Inference	Jan 17, 2024	Decision MakingInformation Retrieval	—Unverified	0
Automated Answer Validation using Text Similarity	Jan 13, 2024	Information RetrievalMultiple-choice	—Unverified	0
InRanker: Distilled Rankers for Zero-shot Information Retrieval	Jan 12, 2024	Information RetrievalLanguage Modeling	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