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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	Score
Unifying 3D Vision-Language Understanding via Promptable Queries	May 19, 2024	3D Question Answering (3D-QA)Decoder	—Unverified	0	0
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models	Dec 18, 2023	Answer GenerationInformation Retrieval	—Unverified	0	0
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers	Nov 28, 2023	BenchmarkingInformation Retrieval	—Unverified	0	0
UniMelb\_NLP-CORE: Integrating predictions from multiple domains and feature sets for estimating semantic textual similarity	Jun 1, 2013	Information RetrievalMachine Translation	—Unverified	0	0
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval	Feb 26, 2024	Information RetrievalRetrieval	—Unverified	0	0
UNITOR: Combining Semantic Text Similarity functions through SV Regression	Jul 1, 2012	Information RetrievalOpinion Mining	—Unverified	0	0
UNITOR-CORE\_TYPED: Combining Text Similarity and Semantic Filters through SV Regression	Jun 1, 2013	Information Retrievalregression	—Unverified	0	0
Universal Model in Online Customer Service	Feb 24, 2024	Information Retrievalmodel	—Unverified	0	0
University of Houston at CL-SciSumm 2016: SVMs with tree kernels and Sentence Similarity	Jun 1, 2016	Information RetrievalSentence	—Unverified	0	0
University\_Of\_Sheffield: Two Approaches to Semantic Text Similarity	Jul 1, 2012	Information RetrievalNatural Language Inference	—Unverified	0	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