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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 4711–4720 of 4740 papers

Title	Date	Tasks	Status	Hype
Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance Degradation	Jul 10, 2024	Information Retrieval	CodeCode Available	0
End-to-End Open-Domain Question Answering with BERTserini	Feb 5, 2019	ArticlesInformation Retrieval	CodeCode Available	0
Long-Range Transformer Architectures for Document Understanding	Sep 11, 2023	document understandingInformation Retrieval	CodeCode Available	0
2D Matryoshka Training for Information Retrieval	Nov 26, 2024	Information RetrievalRetrieval	CodeCode Available	0
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels	Oct 26, 2024	BenchmarkingInformation Retrieval	CodeCode Available	0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCO	Dec 17, 2024	Information RetrievalMachine Translation	CodeCode Available	0
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking Models	Dec 20, 2024	Adversarial TextInformation Retrieval	CodeCode Available	0
Overlapping Spaces for Compact Graph Representations	Jul 5, 2020	Graph EmbeddingInformation Retrieval	CodeCode Available	0
Overview and Results: CL-SciSumm Shared Task 2019	Jul 23, 2019	Document SummarizationInformation Retrieval	CodeCode Available	0
Transition-Based Disfluency Detection using LSTMs	Sep 1, 2017	Information Retrieval	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