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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 4401–4410 of 4740 papers

Title	Date	Tasks	Status	Hype
Quam: Adaptive Retrieval through Query Affinity Modelling	Oct 26, 2024	Information RetrievalRe-Ranking	CodeCode Available	0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features	Jun 5, 2018	Information RetrievalRecommendation Systems	CodeCode Available	0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance	May 8, 2019	Information RetrievalQuestion Similarity	CodeCode Available	0
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering	May 13, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
Quantifying consensus of rankings based on q-support patterns	May 30, 2019	Decision MakingInformation Retrieval	CodeCode Available	0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning	Oct 29, 2019	Information RetrievalRetrieval	CodeCode Available	0
Committed Private Information Retrieval	Feb 3, 2023	Information RetrievalRetrieval	CodeCode Available	0
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval Dataset	Oct 1, 2022	Cross-Lingual Information RetrievalInformation Retrieval	CodeCode Available	0
Quantifying Positional Biases in Text Embedding Models	Dec 13, 2024	Information RetrievalPosition	CodeCode Available	0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAG	Jun 3, 2024	ChatbotInformation Retrieval	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