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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 891–900 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
On feature selection and evaluation of transportation mode prediction strategies	Aug 9, 2018	Decision Makingfeature selection	CodeCode Available	0	5
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top-n Recommendation	Jul 27, 2023	Information RetrievalOff-policy evaluation	CodeCode Available	0	5
On the Merge of k-NN Graph	Aug 2, 2019	graph constructionInformation Retrieval	CodeCode Available	0	5
Disentanglement by Cyclic Reconstruction	Dec 24, 2021	DisentanglementDomain Adaptation	CodeCode Available	0	5
Discriminative Information Retrieval for Question Answering Sentence Selection	Apr 1, 2017	Information RetrievalPassage Retrieval	CodeCode Available	0	5
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures	May 26, 2024	Information RetrievalLanguage Modeling	CodeCode Available	0	5
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker	May 23, 2023	Information RetrievalLanguage Modeling	CodeCode Available	0	5
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations	Jan 1, 2016	ClusteringInformation Retrieval	CodeCode Available	0	5
Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks	Oct 26, 2022	DisentanglementInformation Retrieval	CodeCode Available	0	5
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrieval	Aug 9, 2021	Information RetrievalPassage Retrieval	CodeCode Available	0	5

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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