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 501–525 of 4740 papers

Title	Date	Tasks	Status	Score
A selectional auto-encoder approach for document image binarization	Jun 30, 2017	BinarizationInformation Retrieval	CodeCode Available	5
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval	Jul 23, 2024	Information RetrievalLanguage Modeling	CodeCode Available	5
Human Preferences as Dueling Bandits	Apr 21, 2022	Information RetrievalOnline Ranker Evaluation	CodeCode Available	5
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM Judges	Jan 30, 2025	Information RetrievalLarge Language Model	CodeCode Available	5
Impact of the Query Set on the Evaluation of Expert Finding Systems	Jun 28, 2018	Information RetrievalRecommendation Systems	CodeCode Available	5
Impact of time and note duration tokenizations on deep learning symbolic music modeling	Oct 12, 2023	Emotion ClassificationInformation Retrieval	CodeCode Available	5
A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization	May 13, 2025	DecoderInformation Retrieval	CodeCode Available	5
A Sequential Algorithm for Training Text Classifiers	Jul 24, 1994	Information RetrievalRetrieval	CodeCode Available	5
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For Birds	Jul 10, 2024	Information RetrievalRetrieval	CodeCode Available	5
AmazonQA: A Review-Based Question Answering Task	Aug 12, 2019	Answer GenerationInformation Retrieval	CodeCode Available	5
Identifying Emergent Research Trends by Key Authors and Phrases	Aug 1, 2018	ArticlesInformation Retrieval	CodeCode Available	5
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual Context	Apr 13, 2018	Information RetrievalRetrieval	CodeCode Available	5
HIRO: Hierarchical Information Retrieval Optimization	Jun 14, 2024	Information RetrievalRAG	CodeCode Available	5
HC4: A New Suite of Test Collections for Ad Hoc CLIR	Jan 24, 2022	Active LearningInformation Retrieval	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 High-Level Song Descriptors towards Natural Language-Based Music Recommendation	Nov 8, 2024	Information RetrievalMusic Recommendation	CodeCode Available	5
Alloprof: a new French question-answer education dataset and its use in an information retrieval case study	Feb 10, 2023	Information RetrievalQuestion Answering	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 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 Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps	Dec 12, 2023	Information RetrievalRAG	CodeCode Available	5
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations	Nov 1, 2021	Information RetrievalLanguage Modelling	CodeCode Available	5
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance	Dec 31, 2023	Information RetrievalRetrieval	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
Greedy Optimized Multileaving for Personalization	Jul 19, 2019	Information RetrievalRecommendation Systems	CodeCode Available	5
Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs	Jul 5, 2025	Graph Neural NetworkInformation 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