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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 3481–3490 of 4740 papers

Title	Date	Tasks	Status	Hype
Neural Clinical Paraphrase Generation with Attention	Dec 1, 2016	Document SummarizationInformation Retrieval	—Unverified	0
Video Captioning with Multi-Faceted Attention	Dec 1, 2016	Information RetrievalRetrieval	—Unverified	0
Knowledge-Driven Event Embedding for Stock Prediction	Dec 1, 2016	Information RetrievalOpen Information Extraction	—Unverified	0
Query Translation for Cross-Language Information Retrieval using Multilingual Word Clusters	Dec 1, 2016	Community DetectionInformation Retrieval	—Unverified	0
Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval	Dec 1, 2016	Document RankingGeneral Classification	—Unverified	0
Vectors or Graphs? On Differences of Representations for Distributional Semantic Models	Dec 1, 2016	Information Retrieval	—Unverified	0
English-Chinese Knowledge Base Translation with Neural Network	Dec 1, 2016	Information RetrievalMachine Translation	—Unverified	0
Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs	Dec 1, 2016	Classificationfeature selection	—Unverified	0
Vanilla Classifiers for Distinguishing between Similar Languages	Dec 1, 2016	Information RetrievalLanguage Identification	—Unverified	0
Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification	Dec 1, 2016	General ClassificationInformation 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