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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 3501–3510 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries	Dec 1, 2016	Document RankingInformation Retrieval	—Unverified	0
Translation Using JAPIO Patent Corpora: JAPIO at WAT2016	Dec 1, 2016	Information RetrievalMachine Translation	—Unverified	0
Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks	Dec 1, 2016	Information RetrievalLanguage Modeling	—Unverified	0
Subdialectal Differences in Sorani Kurdish	Dec 1, 2016	General ClassificationInformation Retrieval	—Unverified	0
Japanese-English Machine Translation of Recipe Texts	Dec 1, 2016	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	—Unverified	0
Discovering Potential Terminological Relationships from Twitter's Timed Content	Dec 1, 2016	Dynamic Time WarpingInformation Retrieval	—Unverified	0
The Power of Language Music: Arabic Lemmatization through Patterns	Dec 1, 2016	Information RetrievalLEMMA	—Unverified	0
Vanilla Classifiers for Distinguishing between Similar Languages	Dec 1, 2016	Information RetrievalLanguage Identification	—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

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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