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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 1161–1170 of 4740 papers

Title	Date	Tasks	Status	Hype
A ML-LLM pairing for better code comment classification	Oct 13, 2023	ClassificationInformation Retrieval	—Unverified	0
Unsupervised Domain Adaption for Neural Information Retrieval	Oct 13, 2023	Domain AdaptationInformation Retrieval	—Unverified	0
On Using GUI Interaction Data to Improve Text Retrieval-based Bug Localization	Oct 12, 2023	Information RetrievalRetrieval	CodeCode Available	0
Search-Adaptor: Embedding Customization for Information Retrieval	Oct 12, 2023	Information RetrievalRetrieval	—Unverified	0
Impact of time and note duration tokenizations on deep learning symbolic music modeling	Oct 12, 2023	Emotion ClassificationInformation Retrieval	CodeCode Available	0
Language Models As Semantic Indexers	Oct 11, 2023	Contrastive LearningInformation Retrieval	CodeCode Available	1
Validating Synthetic Usage Data in Living Lab Environments	Oct 11, 2023	Information RetrievalRetrieval	CodeCode Available	0
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators	Oct 11, 2023	Information RetrievalInformativeness	CodeCode Available	1
Preliminary Results of a Scientometric Analysis of the German Information Retrieval Community 2020-2023	Oct 11, 2023	Information RetrievalRetrieval	CodeCode Available	0
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT	Oct 11, 2023	Document ClassificationInformation 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