Information Retrieval

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

Papers

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Showing 1776–1800 of 4740 papers

Title	Date	Tasks	Status	Hype
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents	Mar 29, 2022	ArticlesInformation Retrieval	—Unverified	0
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System	Mar 28, 2022	Graph EmbeddingInformation Retrieval	—Unverified	0
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation	Mar 26, 2022	Causal InferenceInformation Retrieval	—Unverified	0
Tutorial: Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System	Mar 26, 2022	Causal InferenceDecision Making	—Unverified	0
UKP-SQUARE: An Online Platform for Question Answering Research	Mar 25, 2022	Explainable ModelsInformation Retrieval	CodeCode Available	1
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints	Mar 25, 2022	AttributeInformation Retrieval	CodeCode Available	0
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction	Mar 24, 2022	Information RetrievalRetrieval	—Unverified	0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval	Mar 21, 2022	Information RetrievalMath	CodeCode Available	0
RELIC: Retrieving Evidence for Literary Claims	Mar 18, 2022	Information RetrievalRetrieval	CodeCode Available	1
UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition	Mar 16, 2022	Decision MakingInformation Retrieval	—Unverified	0
Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval	Mar 16, 2022	Information RetrievalRetrieval	—Unverified	0
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation	Mar 15, 2022	Data AugmentationInformation Retrieval	CodeCode Available	1
Reasoning over Public and Private Data in Retrieval-Based Systems	Mar 14, 2022	Fact CheckingInformation Retrieval	CodeCode Available	1
Towards Semantic Search for Community Question Answering for Mortgage Officers	Mar 14, 2022	Community Question AnsweringDomain Adaptation	—Unverified	0
Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns	Mar 13, 2022	ArticlesInformation Retrieval	—Unverified	0
Information retrieval for label noise document ranking by bag sampling and group-wise loss	Mar 12, 2022	Document RankingInformation Retrieval	—Unverified	0
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies	Mar 11, 2022	Anomaly DetectionInformation Retrieval	CodeCode Available	1
An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering	Mar 11, 2022	Active LearningCollaborative Filtering	—Unverified	0
Semantic Norm Recognition and its application to Portuguese Law	Mar 10, 2022	Information RetrievalRetrieval	—Unverified	0
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain	Mar 9, 2022	Information RetrievalLanguage Modeling	CodeCode Available	1
Table Structure Recognition with Conditional Attention	Mar 8, 2022	Information RetrievalRetrieval	—Unverified	0
Where Does the Performance Improvement Come From? -- A Reproducibility Concern about Image-Text Retrieval	Mar 8, 2022	Image-text RetrievalInformation Retrieval	CodeCode Available	1
Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval	Mar 7, 2022	Information RetrievalPassage Retrieval	CodeCode Available	2
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents	Mar 6, 2022	Community Question AnsweringInformation Retrieval	CodeCode Available	1
RACE: Retrieval-Augmented Commit Message Generation	Mar 5, 2022	Information RetrievalRetrieval	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