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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 1581–1590 of 4740 papers

Title	Date	Tasks	Status	Hype
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension	Oct 12, 2022	Information RetrievalKnowledge Graph Completion	—Unverified	0
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers	Oct 11, 2022	Information RetrievalRetrieval	—Unverified	0
Multilingual Representation Distillation with Contrastive Learning	Oct 10, 2022	Contrastive LearningCross-Lingual Information Retrieval	—Unverified	0
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
Take a Fresh Look at Recommender Systems from an Evaluation Standpoint	Oct 9, 2022	DiversityInformation Retrieval	—Unverified	0
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs	Oct 9, 2022	Conversational Question AnsweringInformation Retrieval	CodeCode Available	0
Enhanced vectors for top-k document retrieval in Question Answering	Oct 8, 2022	Information RetrievalQuestion Answering	—Unverified	0
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering	Oct 6, 2022	Domain AdaptationInformation Retrieval	—Unverified	0
Decomposed Prompting: A Modular Approach for Solving Complex Tasks	Oct 5, 2022	Information RetrievalRetrieval	CodeCode Available	1
Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing	Oct 1, 2022	ArticlesInformation Retrieval	—Unverified	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