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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 4571–4580 of 4740 papers

Title	Date	Tasks	Status	Hype
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific Documents	Dec 21, 2022	ArticlesInformation Retrieval	CodeCode Available	0
An Information Retrieval Approach to Short Text Conversation	Aug 29, 2014	Information RetrievalRetrieval	CodeCode Available	0
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models	Apr 18, 2023	Information RetrievalLanguage Modelling	CodeCode Available	0
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval	Nov 18, 2021	Information RetrievalRetrieval	CodeCode Available	0
Evaluation of Temporal Change in IR Test Collections	Jul 1, 2024	Information RetrievalRetrieval	CodeCode Available	0
Learning to Match Mathematical Statements with Proofs	Feb 3, 2021	ArticlesAutomated Theorem Proving	CodeCode Available	0
Learning to Match Using Local and Distributed Representations of Text for Web Search	Oct 26, 2016	Document RankingInformation Retrieval	CodeCode Available	0
Content-Based Weak Supervision for Ad-Hoc Re-Ranking	Jul 1, 2017	Information RetrievalRe-Ranking	CodeCode Available	0
Claraprint: a chord and melody based fingerprint for western classical music cover detection	Sep 21, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	0
An Information Retrieval Approach to Building Datasets for Hate Speech Detection	Jun 17, 2021	Active LearningExplanation Generation	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