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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 2671–2680 of 4740 papers

Title	Date	Tasks	Status	Hype
Rule based Approach for Word Normalization by resolving Transcription Ambiguity in Transliterated Search Queries	Oct 16, 2019	Information RetrievalRetrieval	—Unverified	0
Answering Complex Open-domain Questions Through Iterative Query Generation	Oct 15, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
Link Prediction via Graph Attention Network	Oct 10, 2019	Graph AttentionInformation Retrieval	—Unverified	0
Measuring Sentences Similarity: A Survey	Oct 6, 2019	Information RetrievalQuestion Answering	—Unverified	0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network	Oct 2, 2019	Information RetrievalRetrieval	CodeCode Available	0
Proximal Policy Optimization for Improved Convergence in IRGAN	Oct 1, 2019	Information RetrievalRetrieval	—Unverified	0
Robust Semantic Parsing with Adversarial Learning for Domain Generalization	Oct 1, 2019	domain classificationDomain Generalization	—Unverified	0
On Sanskrit and Information Retrieval	Oct 1, 2019	Information RetrievalRetrieval	—Unverified	0
Named Entity Recognition System for Sindhi Language	Sep 28, 2019	Information RetrievalMachine Translation	—Unverified	0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN	Sep 25, 2019	Information RetrievalRetrieval	—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