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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 2131–2140 of 4740 papers

Title	Date	Tasks	Status	Hype
Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2	Nov 1, 2020	Deep LearningInformation Retrieval	—Unverified	0
Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval	Dec 1, 2016	Document RankingGeneral Classification	—Unverified	0
Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering	Aug 12, 2020	Collaborative FilteringInformation Retrieval	—Unverified	0
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling	Oct 18, 2023	Information RetrievalSegmentation	—Unverified	0
Control Search Rankings, Control the World: What is a Good Search Engine?	Feb 5, 2025	EthicsInformation Retrieval	—Unverified	0
Controlling Chat Bot Multi-Document Navigation with the Extended Discourse Trees	Sep 1, 2020	Information RetrievalRetrieval	—Unverified	0
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions	May 25, 2021	Information RetrievalKnowledge Base Question Answering	—Unverified	0
Contri(e)ve: Context + Retrieve for Scholarly Question Answering	Sep 13, 2024	Information RetrievalKnowledge Graphs	—Unverified	0
Contribution au Niveau de l'Approche Indirecte à Base de Transfert dans la Traduction Automatique	Nov 16, 2019	Information RetrievalMachine Translation	—Unverified	0
A Multi-task Learning Framework for Product Ranking with BERT	Feb 10, 2022	Information RetrievalMulti-Task Learning	—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