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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 2771–2780 of 4740 papers

Title	Date	Tasks	Status	Hype
Horizon Scans can be accelerated using novel information retrieval and artificial intelligence tools	Apr 2, 2025	Active LearningArticles	—Unverified	0
Hot Topics and Schisms in NLP: Community and Trend Analysis with Saffron on ACL and LREC Proceedings	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
How are journals cited? characterizing journal citations by type of citation	Feb 22, 2021	Information RetrievalRetrieval	—Unverified	0
How Context Affects Language Models' Factual Predictions	May 10, 2020	Information RetrievalLanguage Modeling	—Unverified	0
How Does Generative Retrieval Scale to Millions of Passages?	May 19, 2023	Information RetrievalPassage Ranking	—Unverified	0
How do Practitioners, PhD Students and Postdocs in the Social Sciences Assess Topic-specific Recommendations?	Jun 1, 2016	Information Retrieval	—Unverified	0
How Large Language Models Are Changing MOOC Essay Answers: A Comparison of Pre- and Post-LLM Responses	Apr 17, 2025	Dynamic Topic ModelingEthics	—Unverified	0
How much do word embeddings encode about syntax?	Jun 1, 2014	ChunkingConstituency Parsing	—Unverified	0
How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs	Apr 5, 2025	Information RetrievalPassage Reranking	—Unverified	0
How to do lexical quality estimation of a large OCRed historical Finnish newspaper collection with scarce resources	Nov 16, 2016	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