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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 3201–3210 of 4740 papers

Title	Date	Tasks	Status	Hype
International Speech Communication Association Distinguished Lecture: Principles and Design of a System for Academic Information Retrieval based on Human-Machine Dialogue	Nov 1, 2017	Dialogue ManagementInformation Retrieval	—Unverified	0
Arabic-English Text Translation Leveraging Hybrid NER	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Diversifying Neural Conversation Model with Maximal Marginal Relevance	Nov 1, 2017	DiversityDocument Summarization	—Unverified	0
A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification	Nov 1, 2017	General ClassificationInformation Retrieval	—Unverified	0
Building Large Chinese Corpus for Spoken Dialogue Research in Specific Domains	Nov 1, 2017	Information RetrievalRetrieval	—Unverified	0
Automatic Text Summarization Using Reinforcement Learning with Embedding Features	Nov 1, 2017	ARCInformation Retrieval	—Unverified	0
Encyclolink: A Cross-Encyclopedia,Cross-language Article-Linking System and Web-based Search Interface	Nov 1, 2017	ArticlesInformation Retrieval	—Unverified	0
Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
An Ensemble Method with Sentiment Features and Clustering Support	Nov 1, 2017	ClusteringDeep Learning	—Unverified	0
Hyperspherical Query Likelihood Models with Word Embeddings	Nov 1, 2017	Information RetrievalLanguage Modeling	—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