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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 1441–1450 of 4740 papers

Title	Date	Tasks	Status	Hype
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases	May 19, 2019	Document SummarizationInformation Retrieval	—Unverified	0
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents	Jan 16, 2022	Community Question AnsweringInformation Retrieval	—Unverified	0
Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure	Jun 1, 2012	Information RetrievalMachine Translation	—Unverified	0
Cross-Lingual Topical Relevance Models	Dec 1, 2012	Information Retrieval	—Unverified	0
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text	Oct 31, 2023	Information RetrievalKnowledge Graphs	—Unverified	0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments	Jun 1, 2014	Information RetrievalKeyphrase Extraction	—Unverified	0
DLAFormer: An End-to-End Transformer For Document Layout Analysis	May 20, 2024	Document Layout AnalysisDocument Summarization	—Unverified	0
DLS@CU-CORE: A Simple Machine Learning Model of Semantic Textual Similarity	Jun 1, 2013	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition	Jun 1, 2015	Information RetrievalMachine Translation	—Unverified	0
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer	Nov 1, 2018	ArticlesInformation Retrieval	—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