Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2776–2800 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning Image Information for eCommerce Queries	Apr 29, 2019	Information RetrievalRetrieval	—Unverified	0
Weighted Lifted Codes: Local Correctabilities and Application to Robust Private Information Retrieval	Apr 18, 2019	Information RetrievalRetrieval	—Unverified	0
Multi-Interest Network with Dynamic Routing for Recommendation at Tmall	Apr 17, 2019	ClusteringInformation Retrieval	CodeCode Available	2
Patent Analytics Based on Feature Vector Space Model: A Case of IoT	Apr 17, 2019	ClusteringInformation Retrieval	—Unverified	0
An Axiomatic Approach to Regularizing Neural Ranking Models	Apr 15, 2019	Information Retrievalparameter estimation	—Unverified	0
RelEmb: A relevance-based application embedding for Mobile App retrieval and categorization	Apr 14, 2019	ClusteringGeneral Classification	—Unverified	0
Text segmentation on multilabel documents: A distant-supervised approach	Apr 14, 2019	Information RetrievalMultilabel Text Classification	—Unverified	0
Investigating Retrieval Method Selection with Axiomatic Features	Apr 11, 2019	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified	0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing	Apr 9, 2019	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	0
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images	Apr 9, 2019	ClassificationGeneral Classification	CodeCode Available	0
A Survey on Practical Applications of Multi-Armed and Contextual Bandits	Apr 2, 2019	Information RetrievalMulti-Armed Bandits	—Unverified	0
Recognizing Musical Entities in User-generated Content	Apr 1, 2019	ArticlesGeneral Classification	CodeCode Available	0
On the Estimation and Use of Statistical Modelling in Information Retrieval	Mar 30, 2019	Information RetrievalRetrieval	—Unverified	0
Learning to Weight for Text Classification	Mar 28, 2019	ClassificationGeneral Classification	CodeCode Available	0
A model for structured information representation in neural networks	Mar 26, 2019	Information RetrievalRetrieval	—Unverified	0
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder	Mar 25, 2019	DiversityInformation Retrieval	—Unverified	0
Action-Centered Information Retrieval	Mar 23, 2019	Information RetrievalRetrieval	—Unverified	0
Improving Machine Hearing on Limited Data Sets	Mar 21, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	0
A Deep Look into Neural Ranking Models for Information Retrieval	Mar 16, 2019	Information RetrievalRetrieval	—Unverified	0
GASC: Genre-Aware Semantic Change for Ancient Greek	Mar 13, 2019	Information RetrievalRetrieval	—Unverified	0
Adversarial attacks against Fact Extraction and VERification	Mar 13, 2019	Fact CheckingInformation Retrieval	—Unverified	0
Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data	Mar 7, 2019	General ClassificationInformation Retrieval	—Unverified	0
Quantum Latent Semantic Analysis	Mar 7, 2019	Information RetrievalRetrieval	—Unverified	0
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases	Mar 6, 2019	Information RetrievalKnowledge Base Question Answering	CodeCode Available	1
On Application of Learning to Rank for E-Commerce Search	Mar 1, 2019	AttributeInformation 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