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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 3851–3860 of 4740 papers

Title	Date	Tasks	Status	Hype
Counting What Counts: Decompounding for Keyphrase Extraction	Jul 1, 2015	ChunkingInformation Retrieval	—Unverified	0
A Computationally Efficient Algorithm for Learning Topical Collocation Models	Jul 1, 2015	Document ClassificationInformation Retrieval	—Unverified	0
Reducing Over-generation Errors for Automatic Keyphrase Extraction using Integer Linear Programming	Jul 1, 2015	Information RetrievalKeyphrase Extraction	—Unverified	0
Boosting English-Chinese Machine Transliteration via High Quality Alignment and Multilingual Resources	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified	0
MSTParser Model Interpolation for Multi-Source Delexicalized Transfer	Jul 1, 2015	Information Retrievalmodel	—Unverified	0
Bootstrapping a hybrid deep MT system	Jul 1, 2015	Information Retrieval	—Unverified	0
Content Models for Survey Generation: A Factoid-Based Evaluation	Jul 1, 2015	Dependency ParsingInformation Retrieval	—Unverified	0
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations	Jul 1, 2015	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
Report of NEWS 2015 Machine Transliteration Shared Task	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Keywords, phrases, clauses and sentences: topicality, indicativeness and informativeness at scales	Jul 1, 2015	Information RetrievalInformativeness	—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