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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 3361–3370 of 4740 papers

Title	Date	Tasks	Status	Hype
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012	Jul 1, 2012	Information RetrievalSemantic Textual Similarity	—Unverified	0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval	Sep 7, 2021	Cross-Lingual Information RetrievalDocument Ranking	—Unverified	0
Category-Oriented Representation Learning for Image to Multi-Modal Retrieval	May 6, 2023	Cross-Modal RetrievalImage Retrieval	—Unverified	0
Mixing in Some Knowledge: Enriched Context Patterns for Bayesian Word Sense Induction	Sep 1, 2013	Information RetrievalMachine Translation	—Unverified	0
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs	Nov 4, 2024	Cross-Modal RetrievalInformation Retrieval	—Unverified	0
MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Modality: logic, semantics, annotation and machine learning	Sep 1, 2016	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Modeling Document Interactions for Learning to Rank with Regularized Self-Attention	May 8, 2020	Information RetrievalLearning-To-Rank	—Unverified	0
Modeling, Managing, Exposing, and Linking Ontologies with a Wiki-based Tool	May 1, 2014	Decision MakingInformation Retrieval	—Unverified	0
Modeling Product Search Relevance in e-Commerce	Jan 14, 2020	Information RetrievalRetrieval	—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