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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 2611–2620 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting	May 5, 2020	Ad-Hoc Information RetrievalConversational Search	—Unverified	0	0
Query Translation for Cross-Language Information Retrieval using Multilingual Word Clusters	Dec 1, 2016	Community DetectionInformation Retrieval	—Unverified	0	0
Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results	Jan 1, 2018	Information RetrievalQuestion Answering	—Unverified	0	0
Question Answering Against Very-Large Text Collections	Apr 26, 2013	Information RetrievalQuestion Answering	—Unverified	0	0
Question Answering over Curated and Open Web Sources	Apr 24, 2020	Information RetrievalKnowledge Graphs	—Unverified	0	0
Question Answering over Knowledge Base using Factual Memory Networks	Jun 1, 2016	Information RetrievalKnowledge Base Question Answering	—Unverified	0	0
Question Answering System using Multiple Information Source and Open Type Answer Merge	Jun 1, 2015	Information RetrievalQuestion Answering	—Unverified	0	0
Question Answering via Integer Programming over Semi-Structured Knowledge	Apr 20, 2016	Information RetrievalQuestion Answering	—Unverified	0	0
Question Suggestion for Conversational Shopping Assistants Using Product Metadata	May 2, 2024	FrictionIn-Context Learning	—Unverified	0	0
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering	Nov 17, 2019	ARCInformation Retrieval	—Unverified	0	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