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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 3101–3110 of 4740 papers

Title	Date	Tasks	Status	Hype
BioRead: A New Dataset for Biomedical Reading Comprehension	May 1, 2018	Information RetrievalMachine Reading Comprehension	CodeCode Available	0
A Hybrid Approach for Automatic Extraction of Bilingual Multiword Expressions from Parallel Corpora	May 1, 2018	Domain AdaptationInformation Retrieval	—Unverified	0
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision	May 1, 2018	Information RetrievalRelation	—Unverified	0
Extended HowNet 2.0 -- An Entity-Relation Common-Sense Representation Model	May 1, 2018	Common Sense ReasoningInformation Retrieval	—Unverified	0
An Initial Test Collection for Ranked Retrieval of SMS Conversations	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website	May 1, 2018	Information RetrievalText Classification	—Unverified	0
Annotating Attribution Relations in Arabic	May 1, 2018	Information RetrievalOpinion Mining	—Unverified	0
DART: A Large Dataset of Dialectal Arabic Tweets	May 1, 2018	Information RetrievalSpeech Recognition	—Unverified	0
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition	May 1, 2018	Information RetrievalOpen Information Extraction	—Unverified	0
A Large Automatically-Acquired All-Words List of Multiword Expressions Scored for Compositionality	May 1, 2018	AllInformation 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