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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 1061–1070 of 4740 papers

Title	Date	Tasks	Status	Hype
StemGen: A music generation model that listens	Dec 14, 2023	Information Retrievalmodel	—Unverified	0
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio	Dec 14, 2023	ArticlesCross-Modal Retrieval	—Unverified	0
New Kids on the Block: On the impact of information retrieval on contextual resource integration patterns	Dec 13, 2023	Information RetrievalRetrieval	—Unverified	0
BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics	Dec 12, 2023	Information RetrievalRepresentation Learning	CodeCode Available	2
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps	Dec 12, 2023	Information RetrievalRAG	CodeCode Available	0
SM70: A Large Language Model for Medical Devices	Dec 12, 2023	Decision MakingInformation Retrieval	—Unverified	0
Visual Self-paced Iterative Learning for Unsupervised Temporal Action Localization	Dec 12, 2023	Action LocalizationClustering	CodeCode Available	0
LLF-Bench: Benchmark for Interactive Learning from Language Feedback	Dec 11, 2023	Information RetrievalOpenAI Gym	CodeCode Available	1
MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality	Dec 11, 2023	Information Retrieval	CodeCode Available	1
The performance of multiple language models in identifying offensive language on social media	Dec 10, 2023	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