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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 1271–1280 of 4740 papers

Title	Date	Tasks	Status	Hype
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling	Mar 6, 2024	Information RetrievalRetrieval	CodeCode Available	0
Learning to Ask Critical Questions for Assisting Product Search	Mar 5, 2024	Information Retrieval	—Unverified	0
Evaluating the Explainability of Neural Rankers	Mar 4, 2024	Information RetrievalSentence	—Unverified	0
KeNet:Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification	Mar 4, 2024	Information RetrievalMulti Label Text Classification	—Unverified	0
Tri-Modal Motion Retrieval by Learning a Joint Embedding Space	Mar 1, 2024	Cross-Modal RetrievalInformation Retrieval	—Unverified	0
Survey in Characterization of Semantic Change	Feb 29, 2024	Information RetrievalQuestion Answering	—Unverified	0
Negative Sampling in Knowledge Graph Representation Learning: A Review	Feb 29, 2024	Graph EmbeddingGraph Representation Learning	—Unverified	0
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic	Feb 28, 2024	Automated Theorem ProvingInformation Retrieval	—Unverified	0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability	Feb 27, 2024	GPUInformation Retrieval	CodeCode Available	0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents	Feb 27, 2024	Information RetrievalLanguage Modeling	—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