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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 751–760 of 4740 papers

Title	Date	Tasks	Status	Hype
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures	Jun 14, 2024	Answer GenerationBenchmarking	CodeCode Available	0
HIRO: Hierarchical Information Retrieval Optimization	Jun 14, 2024	Information RetrievalRAG	CodeCode Available	0
Hyperdimensional Quantum Factorization	Jun 13, 2024	Information RetrievalRetrieval	—Unverified	0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI	Jun 13, 2024	In-Context LearningInformation Retrieval	—Unverified	0
Robust Information Retrieval	Jun 13, 2024	Adversarial RobustnessInformation Retrieval	—Unverified	0
Prediction of the Realisation of an Information Need: An EEG Study	Jun 12, 2024	EEGInformation Retrieval	—Unverified	0
Text Information Retrieval in Tetun: A Preliminary Study	Jun 11, 2024	Information RetrievalRetrieval	—Unverified	0
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval	Jun 10, 2024	Inference OptimizationInformation Retrieval	—Unverified	0
Evaluating the Retrieval Component in LLM-Based Question Answering Systems	Jun 10, 2024	Information RetrievalQuestion Answering	—Unverified	0
Synthetic Query Generation using Large Language Models for Virtual Assistants	Jun 10, 2024	Information Retrievalspeech-recognition	—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