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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 841–850 of 4740 papers

Title	Date	Tasks	Status	Hype
Language Fairness in Multilingual Information Retrieval	May 2, 2024	FairnessInformation Retrieval	CodeCode Available	0
Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub'	May 1, 2024	Information RetrievalLanguage Modelling	CodeCode Available	0
Enhancement of Subjective Content Descriptions by using Human Feedback	Apr 30, 2024	Information Retrieval	—Unverified	0
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation	Apr 30, 2024	Information RetrievalRetrieval	—Unverified	0
When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively	Apr 30, 2024	Information RetrievalOpen-Domain Question Answering	CodeCode Available	0
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation	Apr 30, 2024	Information RetrievalRetrieval	CodeCode Available	0
Multi-hop Question Answering over Knowledge Graphs using Large Language Models	Apr 30, 2024	Information RetrievalKnowledge Graphs	—Unverified	0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information Retrieval	Apr 29, 2024	Information RetrievalRetrieval	CodeCode Available	0
ir_explain: a Python Library of Explainable IR Methods	Apr 29, 2024	Information RetrievalRetrieval	CodeCode Available	0
Utilizing Large Language Models for Information Extraction from Real Estate Transactions	Apr 28, 2024	Information RetrievalLanguage Modeling	—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