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 701–725 of 4740 papers

Title	Date	Tasks	Status	Score
fairDMS: Rapid Model Training by Data and Model Reuse	Apr 20, 2022	Information Retrievalmodel	CodeCode Available	5
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining	Jun 4, 2019	ArticlesInformation Retrieval	CodeCode Available	5
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its Debiasing	May 6, 2023	FairnessImage Retrieval	CodeCode Available	5
Extraction and Analysis of Fictional Character Networks: A Survey	Jul 5, 2019	DescriptiveInformation Retrieval	CodeCode Available	5
Fair Ranking with Noisy Protected Attributes	Nov 30, 2022	FairnessInformation Retrieval	CodeCode Available	5
Exploring modality-agnostic representations for music classification	Jun 2, 2021	ClassificationCross-Modal Retrieval	CodeCode Available	5
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data	Jun 27, 2024	HallucinationInformation Retrieval	CodeCode Available	5
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models	Apr 22, 2022	FairnessInformation Retrieval	CodeCode Available	5
Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic Beliefs	Apr 18, 2025	Information RetrievalUncertainty Quantification	CodeCode Available	5
Balancing Speed and Quality in Online Learning to Rank for Information Retrieval	Nov 26, 2017	Information RetrievalLearning-To-Rank	CodeCode Available	5
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels	Oct 26, 2024	BenchmarkingInformation Retrieval	CodeCode Available	5
Exploring Topic Coherence over Many Models and Many Topics	Jul 1, 2012	Document ClassificationInformation Retrieval	CodeCode Available	5
FALQU: Finding Answers to Legal Questions	Apr 12, 2023	Information RetrievalRetrieval	CodeCode Available	5
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval	May 24, 2023	Document RankingInformation Retrieval	CodeCode Available	5
An Ensemble Approach to Acronym Extraction using Transformers	Jan 9, 2022	Information RetrievalLanguage Modeling	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
Exploring Diachronic Lexical Semantics with JeSemE	Jul 1, 2017	Information RetrievalWord Embeddings	CodeCode Available	5
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length Extrapolation	May 28, 2025	Information RetrievalRetrieval	CodeCode Available	5
Exploring GPT's Ability as a Judge in Music Understanding	Jan 22, 2025	Beat TrackingInformation Retrieval	CodeCode Available	5
Explainable Deep Learning Analysis for Raga Identification in Indian Art Music	Jun 4, 2024	Information RetrievalMusic Information Retrieval	CodeCode Available	5
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITS	Jan 18, 2021	Information Retrievalmodel	CodeCode Available	5
Explaining Deep Convolutional Neural Networks on Music Classification	Jul 8, 2016	Chord RecognitionClassification	CodeCode Available	5
Automatic Signboard Detection and Localization in Densely Populated Developing Cities	Mar 4, 2020	Information RetrievalNovel Object Detection	CodeCode Available	5
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion	Jun 5, 2025	Information RetrievalLanguage Modeling	CodeCode Available	5
Explaining Text Similarity in Transformer Models	May 10, 2024	Information RetrievalRetrieval	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