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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 1101–1110 of 4740 papers

Title	Date	Tasks	Status	Hype
IterCQR: Iterative Conversational Query Reformulation with Retrieval Guidance	Nov 16, 2023	Conversational SearchInformation Retrieval	CodeCode Available	1
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models	Nov 16, 2023	Conversational SearchIn-Context Learning	CodeCode Available	2
Can MusicGen Create Training Data for MIR Tasks?	Nov 15, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Scalable and Effective Generative Information Retrieval	Nov 15, 2023	Information RetrievalRetrieval	CodeCode Available	1
ChoralSynth: Synthetic Dataset of Choral Singing	Nov 14, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset	Nov 14, 2023	Answer SelectionInformation Retrieval	—Unverified	0
Mustango: Toward Controllable Text-to-Music Generation	Nov 14, 2023	Data AugmentationDenoising	CodeCode Available	2
A Study of Implicit Ranking Unfairness in Large Language Models	Nov 13, 2023	Data AugmentationFairness	CodeCode Available	0
On Elastic Language Models	Nov 13, 2023	Information RetrievalKnowledge Distillation	—Unverified	0
Large Language Models are In-context Teachers for Knowledge Reasoning	Nov 12, 2023	In-Context LearningInformation Retrieval	—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