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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 661–670 of 4740 papers

Title	Date	Tasks	Status	Hype
Answering Questions Requiring Cross-passage Evidence	Nov 1, 2012	Information RetrievalQuestion Answering	—Unverified	0
AI Can Be Cognitively Biased: An Exploratory Study on Threshold Priming in LLM-Based Batch Relevance Assessment	Sep 24, 2024	Decision MakingInformation Retrieval	—Unverified	0
Answering Questions from Multiple Documents -- the Role of Multi-Document Summarization	Sep 1, 2013	Abstractive Text SummarizationDocument Summarization	—Unverified	0
Answering List Questions using Web as a corpus	Apr 1, 2014	Information RetrievalQuestion Answering	—Unverified	0
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations	May 1, 2020	Information RetrievalNatural Language Inference	—Unverified	0
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic	Feb 28, 2024	Automated Theorem ProvingInformation Retrieval	—Unverified	0
ACR: A Benchmark for Automatic Cohort Retrieval	Jun 20, 2024	Information RetrievalRetrieval	—Unverified	0
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes	Apr 24, 2023	Information RetrievalRetrieval	—Unverified	0
Retrieval Models Aren't Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models	Mar 3, 2025	BenchmarkingInformation Retrieval	—Unverified	0
An Overview of zbMATH Open Digital Library	Oct 9, 2024	Information RetrievalRetrieval	—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