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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 961–970 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator	May 28, 2024	Information RetrievalLanguage Modelling	CodeCode Available	0	5
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning	Oct 29, 2019	Information RetrievalRetrieval	CodeCode Available	0	5
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and Completion	May 7, 2024	Information RetrievalKnowledge Graphs	CodeCode Available	0	5
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets	Jun 20, 2019	BlockingInformation Retrieval	CodeCode Available	0	5
A template-independent approach for information extraction in real estate documents	May 30, 2023	Information RetrievalNatural Language Understanding	CodeCode Available	0	5
Diagnosing BERT with Retrieval Heuristics	Jan 12, 2022	DiagnosticInformation Retrieval	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
Detection of Puffery on the English Wikipedia	Nov 1, 2021	Bias DetectionInformation Retrieval	CodeCode Available	0	5
Detecting multiword phrases in mathematical text corpora	Oct 2, 2012	Information RetrievalRetrieval	CodeCode Available	0	5
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game	Sep 13, 2022	Information RetrievalRetrieval	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