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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 811–820 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware	Mar 30, 2023	CPUFraud Detection	CodeCode Available	0	5
Lightweight Multi-System Multivariate Interconnection and Divergence Discovery	Apr 12, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
Linguistically Informed Masking for Representation Learning in the Patent Domain	Jun 10, 2021	Domain AdaptationInformation Retrieval	CodeCode Available	0	5
Linked Data Triples Enhance Document Relevance Classification	Jul 20, 2021	ClassificationDeep Learning	CodeCode Available	0	5
Empirical Evaluation of Four Tensor Decomposition Algorithms	Nov 13, 2007	Collaborative FilteringInformation Retrieval	CodeCode Available	0	5
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking Models	Dec 20, 2024	Adversarial TextInformation Retrieval	CodeCode Available	0	5
ELSKE: Efficient Large-Scale Keyphrase Extraction	Feb 10, 2021	Information RetrievalKeyphrase Extraction	CodeCode Available	0	5
LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?	Nov 11, 2024	Information Retrieval	CodeCode Available	0	5
Efficient Training of Retrieval Models using Negative Cache	Dec 1, 2021	Information RetrievalRetrieval	CodeCode Available	0	5
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCO	Dec 17, 2024	Information RetrievalMachine Translation	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