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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 1051–1060 of 4740 papers

Title	Date	Tasks	Status	Hype
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs	Dec 18, 2023	Graph AttentionInformation Retrieval	CodeCode Available	1
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models	Dec 18, 2023	Answer GenerationInformation Retrieval	—Unverified	0
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval	Dec 17, 2023	ArticlesInformation Retrieval	CodeCode Available	1
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off	Dec 16, 2023	Adversarial RobustnessInformation Retrieval	—Unverified	0
Exploring Multi-Level Threats in Telegram Data with AI-Human Annotation: A Preliminary Study	Dec 15, 2023	Information RetrievalText Classification	—Unverified	0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages	Dec 15, 2023	Information RetrievalMachine Translation	CodeCode Available	0
Extending Context Window of Large Language Models via Semantic Compression	Dec 15, 2023	Few-Shot LearningInformation Retrieval	CodeCode Available	1
Probing Pretrained Language Models with Hierarchy Properties	Dec 15, 2023	Hypernym DiscoveryInformation Retrieval	—Unverified	0
Context-Driven Interactive Query Simulations Based on Generative Large Language Models	Dec 15, 2023	Information RetrievalLanguage Modeling	CodeCode Available	0
WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary Knowledge	Dec 15, 2023	Information RetrievalKnowledge Distillation	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