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 4476–4500 of 4740 papers

Title	Date	Tasks	Status
Language Agnostic Multilingual Information Retrieval with Contrastive Learning	Oct 12, 2022	Contrastive LearningCross-Lingual Transfer	CodeCode Available
Answering Complex Open-domain Questions Through Iterative Query Generation	Oct 15, 2019	Information RetrievalQuestion Answering	CodeCode Available
Language Fairness in Multilingual Information Retrieval	May 2, 2024	FairnessInformation Retrieval	CodeCode Available
Towards Reliable Testing for Multiple Information Retrieval System Comparisons	Jan 7, 2025	Information RetrievalRetrieval	CodeCode Available
Deep Learning-Based Automatic Downbeat Tracking: A Brief Review	Jun 10, 2019	Deep LearningDownbeat Tracking	CodeCode Available
A Graph Degeneracy-based Approach to Keyword Extraction	Nov 1, 2016	Document ClassificationInformation Retrieval	CodeCode Available
Exploring modality-agnostic representations for music classification	Jun 2, 2021	ClassificationCross-Modal Retrieval	CodeCode Available
QuOTeS: Query-Oriented Technical Summarization	Jun 20, 2023	Extractive SummarizationInformation Retrieval	CodeCode Available
A Critical Review of Recurrent Neural Networks for Sequence Learning	May 29, 2015	Handwriting RecognitionImage Captioning	CodeCode Available
A graph-based approach to extracting narrative signals from public discourse	Nov 1, 2024	Abstract Meaning RepresentationInformation Retrieval	CodeCode Available
Word Discriminations for Vocabulary Inventory Prediction	Sep 1, 2021	Active LearningBinary Classification	CodeCode Available
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting Methods	Sep 13, 2024	ArticlesInformation Retrieval	CodeCode Available
Neural-IR-Explorer: A Content-Focused Tool to Explore Neural Re-Ranking Results	Dec 10, 2019	Information RetrievalRe-Ranking	CodeCode Available
Neural Machine Unranking	Aug 9, 2024	Information RetrievalMachine Unlearning	CodeCode Available
The Literary Theme Ontology for Media Annotation and Information Retrieval	May 1, 2019	Information RetrievalRetrieval	CodeCode Available
BCTH: A Novel Text Hashing Approach via Bayesian Clustering	Dec 1, 2020	ClusteringInformation Retrieval	CodeCode Available
Word Embedding Approach for Synonym Extraction of Multi-Word Terms	May 1, 2018	Information RetrievalMachine Translation	CodeCode Available
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual Retrieval	Mar 28, 2023	Cross-Lingual Information RetrievalInformation Retrieval	CodeCode Available
Unsupervised Submodular Rank Aggregation on Score-based Permutations	Jul 4, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Large-Scale Approximate k-NN Graph Construction on GPU	Mar 29, 2021	GPUgraph construction	CodeCode Available
Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures	Oct 18, 2023	Information RetrievalManagement	CodeCode Available
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio Features	Aug 30, 2018	Cover song identificationInformation Retrieval	CodeCode Available
Deep convolutional neural networks for predominant instrument recognition in polyphonic music	May 31, 2016	Information RetrievalInstrument Recognition	CodeCode Available
Large Scale Multi-Lingual Multi-Modal Summarization Dataset	Feb 13, 2023	ArticlesDecoder	CodeCode Available
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length Extrapolation	May 28, 2025	Information RetrievalRetrieval	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