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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 1321–1330 of 4740 papers

Title	Date	Tasks	Status	Hype
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer	May 27, 2023	Graph LearningInformation Retrieval	—Unverified	0
Exploring the Practicality of Generative Retrieval on Dynamic Corpora	May 27, 2023	BenchmarkingInformation Retrieval	—Unverified	0
AlignScore: Evaluating Factual Consistency with a Unified Alignment Function	May 26, 2023	Fact VerificationInformation Retrieval	CodeCode Available	4
People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts	May 26, 2023	Information Retrievalnamed-entity-recognition	—Unverified	0
An Empirical Comparison of LM-based Question and Answer Generation Methods	May 26, 2023	Answer GenerationData Augmentation	—Unverified	0
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents	May 26, 2023	Information RetrievalRetrieval	CodeCode Available	0
FARA: Future-aware Ranking Algorithm for Fairness Optimization	May 26, 2023	Exposure FairnessFairness	CodeCode Available	0
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions	May 26, 2023	Information RetrievalRetrieval	CodeCode Available	1
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning	May 25, 2023	Contrastive LearningInformation Retrieval	—Unverified	0
Referral Augmentation for Zero-Shot Information Retrieval	May 24, 2023	Information RetrievalRetrieval	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