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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 901–910 of 4740 papers

Title	Date	Tasks	Status	Hype
TriviaHG: A Dataset for Automatic Hint Generation from Factoid Questions	Mar 27, 2024	Hint GenerationInformation Retrieval	CodeCode Available	1
RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of Transformers	Mar 27, 2024	BenchmarkingDocument Ranking	CodeCode Available	1
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models	Mar 26, 2024	HallucinationInformation Retrieval	CodeCode Available	0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics	Mar 26, 2024	Information RetrievalRetrieval	—Unverified	0
Search and Society: Reimagining Information Access for Radical Futures	Mar 26, 2024	EthicsFairness	—Unverified	0
GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration	Mar 25, 2024	Decision MakingInformation Retrieval	—Unverified	0
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models	Mar 25, 2024	Information RetrievalRetrieval	—Unverified	0
Enhanced Facet Generation with LLM Editing	Mar 25, 2024	Information RetrievalLanguage Modelling	—Unverified	0
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification	Mar 24, 2024	Audio ClassificationInformation Retrieval	CodeCode Available	1
RankingSHAP -- Listwise Feature Attribution Explanations for Ranking Models	Mar 24, 2024	Information RetrievalLearning-To-Rank	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