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 4451–4475 of 4740 papers

Title	Date	Tasks	Status
Natural Language Processing for Information Extraction	Jul 6, 2018	Articlescoreference-resolution	CodeCode Available
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String Similarities	Jul 16, 2018	DenoisingInformation Retrieval	CodeCode Available
Deep Learning for Audio Signal Processing	Apr 30, 2019	Audio Signal ProcessingAutomatic Speech Recognition	CodeCode Available
Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts	Dec 1, 2016	Information RetrievalSentiment Analysis	CodeCode Available
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models	Oct 25, 2019	Feature EngineeringInformation Retrieval	CodeCode Available
Deep Learning based Recommender System: A Survey and New Perspectives	Jul 24, 2017	Deep LearningInformation Retrieval	CodeCode Available
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints	Mar 25, 2022	AttributeInformation Retrieval	CodeCode Available
Streamlining Social Media Information Retrieval for COVID-19 Research with Deep Learning	Jun 28, 2023	Information Retrievalnamed-entity-recognition	CodeCode Available
Query Understanding via Intent Description Generation	Aug 25, 2020	ClusteringInformation Retrieval	CodeCode Available
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its Debiasing	May 6, 2023	FairnessImage Retrieval	CodeCode Available
fairDMS: Rapid Model Training by Data and Model Reuse	Apr 20, 2022	Information Retrievalmodel	CodeCode Available
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online Platforms	Dec 22, 2023	Information RetrievalRetrieval	CodeCode Available
Unsupervised Multi-Index Semantic Hashing	Mar 26, 2021	Information RetrievalRetrieval	CodeCode Available
Question Answering as Global Reasoning over Semantic Abstractions	Jun 9, 2019	Information RetrievalMultiple-choice	CodeCode Available
Benchmark for Complex Answer Retrieval	May 13, 2017	Information RetrievalRetrieval	CodeCode Available
KRAUTS: A German Temporally Annotated News Corpus	May 1, 2018	Information RetrievalQuestion Answering	CodeCode Available
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods	Sep 1, 2022	Information RetrievalNegation	CodeCode Available
Extraction and Analysis of Fictional Character Networks: A Survey	Jul 5, 2019	DescriptiveInformation Retrieval	CodeCode Available
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling	Mar 6, 2024	Information RetrievalRetrieval	CodeCode Available
Unsupervised Named Entity Disambiguation for Low Resource Domains	Dec 13, 2024	AvgEntity Disambiguation	CodeCode Available
Exploring Topic Coherence over Many Models and Many Topics	Jul 1, 2012	Document ClassificationInformation Retrieval	CodeCode Available
An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation	Dec 24, 2021	Combinatorial OptimizationDeep Reinforcement Learning	CodeCode Available
A Hierarchical Deep Learning Approach for Minority Instrument Detection	Jun 26, 2025	Deep LearningDiversity	CodeCode Available
Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic Beliefs	Apr 18, 2025	Information RetrievalUncertainty Quantification	CodeCode Available
Neural Arabic Question Answering	Jun 12, 2019	ArticlesInformation Retrieval	CodeCode Available

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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