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 526–550 of 4740 papers

Title	Date	Tasks	Status	Score
Hubness Reduction Improves Sentence-BERT Semantic Spaces	Nov 30, 2023	Information RetrievalRetrieval	CodeCode Available	5
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based Models	Aug 11, 2023	Binary text classificationFeature Engineering	CodeCode Available	5
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution	May 18, 2023	Information RetrievalReranking	CodeCode Available	5
Introducing Information Retrieval for Biomedical Informatics Students	May 6, 2021	Information RetrievalRetrieval	CodeCode Available	5
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection	Nov 20, 2018	General ClassificationInformation Retrieval	CodeCode Available	5
HIRO: Hierarchical Information Retrieval Optimization	Jun 14, 2024	Information RetrievalRAG	CodeCode Available	5
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps	Dec 12, 2023	Information RetrievalRAG	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
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question Answering	Sep 1, 2024	Information RetrievalProduct Recommendation	CodeCode Available	5
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages	Dec 16, 2021	Cross-Lingual Information RetrievalCross-Lingual Word Embeddings	CodeCode Available	5
Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation	Nov 8, 2024	Information RetrievalMusic Recommendation	CodeCode Available	5
HC4: A New Suite of Test Collections for Ad Hoc CLIR	Jan 24, 2022	Active LearningInformation Retrieval	CodeCode Available	5
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations	Nov 1, 2021	Information RetrievalLanguage Modelling	CodeCode Available	5
AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identification	Jan 4, 2024	Information RetrievalLanguage Modeling	CodeCode Available	5
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-training	Aug 3, 2022	Genre classificationGraph Neural Network	CodeCode Available	5
Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs	Jul 5, 2025	Graph Neural NetworkInformation Retrieval	CodeCode Available	5
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM	Aug 19, 2017	Domain AdaptationInformation Retrieval	CodeCode Available	5
Greedy Optimized Multileaving for Personalization	Jul 19, 2019	Information RetrievalRecommendation Systems	CodeCode Available	5
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval Tasks	Feb 2, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	5
A Question-Entailment Approach to Question Answering	Jan 23, 2019	Information RetrievalQuestion Answering	CodeCode Available	5
GloVe: Global Vectors for Word Representation	Oct 1, 2014	Document ClassificationInformation Retrieval	CodeCode Available	5
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval	Jun 5, 2025	HallucinationInformation Retrieval	CodeCode Available	5
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective	Apr 10, 2025	Document RankingInformation Retrieval	CodeCode Available	5
Generative Adversarial User Privacy in Lossy Single-Server Information Retrieval	Dec 7, 2020	Generative Adversarial NetworkInformation Retrieval	CodeCode Available	5
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces	Nov 24, 2023	Explainable artificial intelligenceExplainable Artificial Intelligence (XAI)	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