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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 431–440 of 4740 papers

Title	Date	Tasks	Status	Hype
LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant	Dec 2, 2024	Contrastive LearningInformation Retrieval	CodeCode Available	2
Improving Vietnamese Legal Document Retrieval using Synthetic Data	Dec 1, 2024	Information RetrievalQuestion Answering	—Unverified	0
ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain	Nov 30, 2024	Information Retrieval	—Unverified	0
Retrieval-guided Cross-view Image Synthesis	Nov 29, 2024	Contrastive LearningDiversity	—Unverified	0
ICLERB: In-Context Learning Embedding and Reranker Benchmark	Nov 28, 2024	In-Context LearningInformation Retrieval	—Unverified	0
On-chip Hyperspectral Image Segmentation with Fully Convolutional Networks for Scene Understanding in Autonomous Driving	Nov 28, 2024	Autonomous DrivingHyperspectral Image Segmentation	—Unverified	0
USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task	Nov 28, 2024	Information RetrievalMachine Translation	—Unverified	0
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation	Nov 27, 2024	Information RetrievalPart-Of-Speech Tagging	—Unverified	0
Novel Class Discovery for Open Set Raga Classification	Nov 27, 2024	ClassificationContrastive Learning	—Unverified	0
2D Matryoshka Training for Information Retrieval	Nov 26, 2024	Information RetrievalRetrieval	CodeCode Available	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