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 826–850 of 4740 papers

Title	Date	Tasks	Status	Score
Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network	Jul 15, 2017	FormGeneral Classification	CodeCode Available	5
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking Models	Dec 20, 2024	Adversarial TextInformation Retrieval	CodeCode Available	5
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval	May 28, 2021	BIG-bench Machine LearningEdge-computing	CodeCode Available	5
Machine Reading of Historical Events	Jul 1, 2020	Information RetrievalReading Comprehension	CodeCode Available	5
End-to-End Open-Domain Question Answering with BERTserini	Feb 5, 2019	ArticlesInformation Retrieval	CodeCode Available	5
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval	Nov 13, 2024	Image ComprehensionInformation Retrieval	CodeCode Available	5
ELSKE: Efficient Large-Scale Keyphrase Extraction	Feb 10, 2021	Information RetrievalKeyphrase Extraction	CodeCode Available	5
Empirical Evaluation of Four Tensor Decomposition Algorithms	Nov 13, 2007	Collaborative FilteringInformation Retrieval	CodeCode Available	5
Automated WordNet Construction Using Word Embeddings	Apr 1, 2017	Information RetrievalMachine Translation	CodeCode Available	5
Efficient Training of Retrieval Models using Negative Cache	Dec 1, 2021	Information RetrievalRetrieval	CodeCode Available	5
Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open Datasets	May 2, 2025	Code GenerationGPR	CodeCode Available	5
Evaluation of Temporal Change in IR Test Collections	Jul 1, 2024	Information RetrievalRetrieval	CodeCode Available	5
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance	May 8, 2019	Information RetrievalQuestion Similarity	CodeCode Available	5
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features	Jun 5, 2018	Information RetrievalRecommendation Systems	CodeCode Available	5
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline Summarization	May 29, 2021	ArticlesInformation Retrieval	CodeCode Available	5
ANTIQUE: A Non-Factoid Question Answering Benchmark	May 22, 2019	Community Question AnsweringInformation Retrieval	CodeCode Available	5
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG	Mar 17, 2025	Information RetrievalQuestion Answering	CodeCode Available	5
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers	Jul 8, 2025	Information RetrievalReranking	CodeCode Available	5
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information Retrieval	Apr 29, 2024	Information RetrievalRetrieval	CodeCode Available	5
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery	Sep 7, 2018	Biomedical Information RetrievalInformation Retrieval	CodeCode Available	5
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion	Oct 29, 2023	Information RetrievalLanguage Modelling	CodeCode Available	5
Effective Clustering on Large Attributed Bipartite Graphs	May 20, 2024	AttributeClustering	CodeCode Available	5
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data	May 21, 2024	Contrastive LearningInformation Retrieval	CodeCode Available	5
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval	Oct 2, 2023	EthicsInformation Retrieval	CodeCode Available	5
Authorship verification in the absence of explicit features and thresholds	Mar 1, 2018	ArticlesAuthorship Verification	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