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 851–875 of 4740 papers

Title	Date	Tasks	Status	Score
Error-margin Analysis for Hidden Neuron Activation Labels	May 14, 2024	Information RetrievalRetrieval	CodeCode Available	5
Modeling the Music Genre Perception across Language-Bound Cultures	Oct 13, 2020	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	CodeCode Available	5
ExcluIR: Exclusionary Neural Information Retrieval	Apr 26, 2024	Information RetrievalRetrieval	CodeCode Available	5
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications	Nov 14, 2024	Information RetrievalRAG	CodeCode Available	5
KazQAD: Kazakh Open-Domain Question Answering Dataset	Apr 6, 2024	Information RetrievalMachine Translation	CodeCode Available	5
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline Summarization	May 29, 2021	ArticlesInformation Retrieval	CodeCode Available	5
Efficient Conversational Search via Topical Locality in Dense Retrieval	Apr 30, 2025	Conversational SearchInformation Retrieval	CodeCode Available	5
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information Retrieval	Apr 29, 2024	Information RetrievalRetrieval	CodeCode Available	5
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers	Jul 8, 2025	Information RetrievalReranking	CodeCode Available	5
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data	May 21, 2024	Contrastive LearningInformation Retrieval	CodeCode Available	5
edge2vec: Representation learning using edge semantics for biomedical knowledge discovery	Sep 7, 2018	Biomedical Information RetrievalInformation Retrieval	CodeCode Available	5
EDeR: A Dataset for Exploring Dependency Relations Between Events	Apr 4, 2023	Event ExtractionInformation Retrieval	CodeCode Available	5
Authorship verification in the absence of explicit features and thresholds	Mar 1, 2018	ArticlesAuthorship Verification	CodeCode Available	5
Effective Clustering on Large Attributed Bipartite Graphs	May 20, 2024	AttributeClustering	CodeCode Available	5
Content-Based Weak Supervision for Ad-Hoc Re-Ranking	Jul 1, 2017	Information RetrievalRe-Ranking	CodeCode Available	5
Dynamic Facet Selection by Maximizing Graded Relevance	Aug 1, 2021	Document RankingInformation Retrieval	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
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrieval	Aug 9, 2021	Information RetrievalPassage Retrieval	CodeCode Available	5
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction System	Dec 1, 2020	Information RetrievalQuestion Answering	CodeCode Available	5
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces	Apr 17, 2021	Information RetrievalRetrieval	CodeCode Available	5
A Unified Neural Architecture for Instrumental Audio Tasks	Mar 1, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	5
DocMMIR: A Framework for Document Multi-modal Information Retrieval	May 25, 2025	ArticlesCross-Modal Retrieval	CodeCode Available	5
A Study of Implicit Ranking Unfairness in Large Language Models	Nov 13, 2023	Data AugmentationFairness	CodeCode Available	5
Music Genre Classification using Large Language Models	Oct 10, 2024	ClassificationGenre classification	CodeCode Available	5
Do Neural Ranking Models Intensify Gender Bias?	May 1, 2020	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