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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 821–830 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance Degradation	Jul 10, 2024	Information Retrieval	CodeCode Available	0	5
Evaluation Measures for Relevance and Credibility in Ranked Lists	Aug 23, 2017	Information RetrievalRetrieval	CodeCode Available	0	5
Fair Ranking with Noisy Protected Attributes	Nov 30, 2022	FairnessInformation Retrieval	CodeCode Available	0	5
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval	Apr 20, 2021	Information RetrievalLanguage Modeling	CodeCode Available	0	5
Improving Visual-Semantic Embeddings by Learning Semantically-Enhanced Hard Negatives for Cross-modal Information Retrieval	Oct 10, 2022	Cross-Modal Information RetrievalImage Description	CodeCode Available	0	5
LT Expertfinder: An Evaluation Framework for Expert Finding Methods	Jun 1, 2019	Information RetrievalRetrieval	CodeCode Available	0	5
Joint Optimization of Cascade Ranking Models	Feb 11, 2019	Ad-Hoc Information RetrievalDocument Ranking	CodeCode Available	0	5
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval	May 28, 2021	BIG-bench Machine LearningEdge-computing	CodeCode Available	0	5
Macaw: An Extensible Conversational Information Seeking Platform	Dec 18, 2019	Information RetrievalQuestion Answering	CodeCode Available	0	5
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline Summarization	May 29, 2021	ArticlesInformation 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