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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 2161–2170 of 4740 papers

Title	Date	Tasks	Status	Hype
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning	Jun 1, 2018	Graph Representation LearningInformation Retrieval	—Unverified	0
Context manipulation attacks : Web agents are susceptible to corrupted memory	Jun 18, 2025	Autonomous Web NavigationInformation Retrieval	—Unverified	0
A Survey of Large Language Model Agents for Question Answering	Mar 24, 2025	Answer GenerationInformation Retrieval	—Unverified	0
A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions	Dec 1, 2018	Information RetrievalRepresentation Learning	—Unverified	0
Context-Efficient Retrieval with Factual Decomposition	Mar 25, 2025	FormInformation Retrieval	—Unverified	0
A multimodal deep learning approach for named entity recognition from social media	Jan 19, 2020	Information RetrievalMultimodal Deep Learning	—Unverified	0
A Deep Look into Neural Ranking Models for Information Retrieval	Mar 16, 2019	Information RetrievalRetrieval	—Unverified	0
Improving Trace Link Recommendation by Using Non-Isotropic Distances and Combinations	Jul 15, 2023	Information RetrievalRetrieval	—Unverified	0
Improving Vietnamese Legal Document Retrieval using Synthetic Data	Dec 1, 2024	Information RetrievalQuestion Answering	—Unverified	0
Context-Dependent Automatic Response Generation Using Statistical Machine Translation Techniques	May 1, 2015	Information RetrievalMachine Translation	—Unverified	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