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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 421–430 of 4740 papers

Title	Date	Tasks	Status	Hype
PlenoptiCam v1.0: A light-field imaging framework	Oct 14, 2020	Camera CalibrationInformation Retrieval	CodeCode Available	1
Retrieve and Refine: Exemplar-based Neural Comment Generation	Oct 9, 2020	Code Comment GenerationComment Generation	CodeCode Available	1
Cross-Thought for Sentence Encoder Pre-training	Oct 7, 2020	Information RetrievalLanguage Modeling	CodeCode Available	1
Inductive Entity Representations from Text via Link Prediction	Oct 7, 2020	Inductive knowledge graph completionInductive Link Prediction	CodeCode Available	1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces	Oct 6, 2020	DiversityInformation Retrieval	CodeCode Available	1
Conversational Document Prediction to Assist Customer Care Agents	Oct 5, 2020	Information RetrievalPrediction	CodeCode Available	1
Persian Keyphrase Generation Using Sequence-to-Sequence Models	Sep 25, 2020	ArticlesInformation Retrieval	CodeCode Available	1
Longformer for MS MARCO Document Re-ranking Task	Sep 20, 2020	Document RankingInformation Retrieval	CodeCode Available	1
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation	Sep 16, 2020	Information RetrievalMusic Recommendation	CodeCode Available	1
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing	Sep 10, 2020	ClassificationGeneral Classification	CodeCode Available	1

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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