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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 891–900 of 4740 papers

Title	Date	Tasks	Status	Hype
BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering	Apr 4, 2024	graph constructionInformation Retrieval	CodeCode Available	0
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers	Apr 4, 2024	FairnessInformation Retrieval	—Unverified	0
Comparative Study of Domain Driven Terms Extraction Using Large Language Models	Apr 2, 2024	Document SummarizationHallucination	—Unverified	0
A Novel Audio Representation for Music Genre Identification in MIR	Apr 1, 2024	Information RetrievalMusic Information Retrieval	—Unverified	0
Query Performance Prediction using Relevance Judgments Generated by Large Language Models	Apr 1, 2024	Information RetrievalLanguage Modelling	CodeCode Available	1
Query-driven Relevant Paragraph Extraction from Legal Judgments	Mar 31, 2024	Information Retrievalparameter-efficient fine-tuning	—Unverified	0
High Recall, Small Data: The Challenges of Within-System Evaluation in a Live Legal Search System	Mar 27, 2024	Document RankingInformation Retrieval	—Unverified	0
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers	Mar 27, 2024	Generative Question AnsweringInformation Retrieval	CodeCode Available	0
RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of Transformers	Mar 27, 2024	BenchmarkingDocument Ranking	CodeCode Available	1
TriviaHG: A Dataset for Automatic Hint Generation from Factoid Questions	Mar 27, 2024	Hint GenerationInformation Retrieval	CodeCode Available	1

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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