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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 501–510 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages	Dec 16, 2021	Cross-Lingual Information RetrievalCross-Lingual Word Embeddings	CodeCode Available	0	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	0	5
Greedy Optimized Multileaving for Personalization	Jul 19, 2019	Information RetrievalRecommendation Systems	CodeCode Available	0	5
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective	Apr 10, 2025	Document RankingInformation Retrieval	CodeCode Available	0	5
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval	Jul 23, 2024	Information RetrievalLanguage Modeling	CodeCode Available	0	5
Graph Collaborative Attention Network for Link Prediction in Knowledge Graphs	Jul 5, 2025	Graph Neural NetworkInformation Retrieval	CodeCode Available	0	5
A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization	May 13, 2025	DecoderInformation Retrieval	CodeCode Available	0	5
A Sequential Algorithm for Training Text Classifiers	Jul 24, 1994	Information RetrievalRetrieval	CodeCode Available	0	5
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For Birds	Jul 10, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval Tasks	Feb 2, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	0	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