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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 4651–4660 of 4740 papers

Title	Date	Tasks	Status	Hype
Balancing Speed and Quality in Online Learning to Rank for Information Retrieval	Nov 26, 2017	Information RetrievalLearning-To-Rank	CodeCode Available	0
Referral Augmentation for Zero-Shot Information Retrieval	May 24, 2023	Information RetrievalRetrieval	CodeCode Available	0
Linear Algebraic Structure of Word Senses, with Applications to Polysemy	Jan 14, 2016	Information RetrievalRetrieval	CodeCode Available	0
REFinD: Relation Extraction Financial Dataset	May 22, 2023	ArticlesGeneral Knowledge	CodeCode Available	0
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models	Mar 26, 2024	HallucinationInformation Retrieval	CodeCode Available	0
ThreatGram 101 - Extreme Telegram Replies Data with Threat Levels	Sep 30, 2024	Abusive LanguageHate Speech Detection	CodeCode Available	0
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification	Jan 7, 2025	AttributeContrastive Learning	CodeCode Available	0
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking Models	Sep 14, 2022	Information RetrievalRetrieval	CodeCode Available	0
Linguistically Informed Masking for Representation Learning in the Patent Domain	Jun 10, 2021	Domain AdaptationInformation Retrieval	CodeCode Available	0
A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization	May 13, 2025	DecoderInformation Retrieval	CodeCode Available	0

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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