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 876–900 of 4740 papers

Title	Date	Tasks	Status	Score
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints	Mar 25, 2022	AttributeInformation Retrieval	CodeCode Available	5
Diversity matters: Robustness of bias measurements in Wikidata	Feb 27, 2023	AttributeDiversity	CodeCode Available	5
DocMMIR: A Framework for Document Multi-modal Information Retrieval	May 25, 2025	ArticlesCross-Modal Retrieval	CodeCode Available	5
A Comparison of Methods for Evaluating Generative IR	Apr 5, 2024	Information RetrievalLanguage Modelling	CodeCode Available	5
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music	Nov 28, 2019	ClassificationData Augmentation	CodeCode Available	5
A Study of Implicit Ranking Unfairness in Large Language Models	Nov 13, 2023	Data AugmentationFairness	CodeCode Available	5
Neural Vector Spaces for Unsupervised Information Retrieval	Aug 9, 2017	Document RankingFeature Engineering	CodeCode Available	5
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework	Dec 1, 2022	Information RetrievalOpen-Domain Question Answering	CodeCode Available	5
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data Ingestion	Jun 28, 2024	Information RetrievalRetrieval	CodeCode Available	5
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering Forums	Sep 1, 2017	Community Question AnsweringInformation Retrieval	CodeCode Available	5
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network	Oct 2, 2019	Information RetrievalRetrieval	CodeCode Available	5
Disrupt Your Research Using Generative AI Powered ScienceSage	Feb 6, 2025	Information Retrieval	CodeCode Available	5
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense Retrieval	Aug 20, 2023	Information RetrievalRetrieval	CodeCode Available	5
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks	Jan 7, 2024	Information RetrievalRetrieval	CodeCode Available	5
Distilled Neural Networks for Efficient Learning to Rank	Feb 22, 2022	CPUInformation Retrieval	CodeCode Available	5
On feature selection and evaluation of transportation mode prediction strategies	Aug 9, 2018	Decision Makingfeature selection	CodeCode Available	5
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top-n Recommendation	Jul 27, 2023	Information RetrievalOff-policy evaluation	CodeCode Available	5
On the Merge of k-NN Graph	Aug 2, 2019	graph constructionInformation Retrieval	CodeCode Available	5
Disentanglement by Cyclic Reconstruction	Dec 24, 2021	DisentanglementDomain Adaptation	CodeCode Available	5
Discriminative Information Retrieval for Question Answering Sentence Selection	Apr 1, 2017	Information RetrievalPassage Retrieval	CodeCode Available	5
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures	May 26, 2024	Information RetrievalLanguage Modeling	CodeCode Available	5
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker	May 23, 2023	Information RetrievalLanguage Modeling	CodeCode Available	5
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations	Jan 1, 2016	ClusteringInformation Retrieval	CodeCode Available	5
Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks	Oct 26, 2022	DisentanglementInformation Retrieval	CodeCode Available	5
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrieval	Aug 9, 2021	Information RetrievalPassage Retrieval	CodeCode Available	5

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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