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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 1981–1990 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Duplicate Bug Report Detection With a Combination of Information Retrieval and Topic Modeling	Apr 8, 2013	DescriptiveInformation Retrieval	—Unverified	0	0
GeSERA: General-domain Summary Evaluation by Relevance Analysis	Oct 7, 2021	Information RetrievalPOS	—Unverified	0	0
Dudley North visits North London: Learning When to Transliterate to Arabic	Jun 1, 2013	Information RetrievalLanguage Modelling	—Unverified	0	0
Getting Started with Neural Models for Semantic Matching in Web Search	Nov 8, 2016	Information RetrievalRetrieval	—Unverified	0	0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models	Jan 4, 2024	Information RetrievalLanguage Modeling	—Unverified	0	0
Aggregating Continuous Word Embeddings for Information Retrieval	Aug 1, 2013	Information RetrievalRetrieval	—Unverified	0	0
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents	Jun 15, 2017	Information RetrievalRetrieval	—Unverified	0	0
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents	Oct 31, 2021	Financial AnalysisInformation Retrieval	—Unverified	0	0
Giving Lexical Resources a Second Life: D\'emonette, a Multi-sourced Morpho-semantic Network for French	May 1, 2016	DescriptiveInformation Retrieval	—Unverified	0	0
DS4DH at TREC Health Misinformation 2021: Multi-Dimensional Ranking Models with Transfer Learning and Rank Fusion	Feb 14, 2022	Information RetrievalMisinformation	—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