SOTAVerified|Agents Browse Leaderboard About Blog

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1221–1230 of 4740 papers

Title	Date	Tasks	Status	Hype
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluation	Aug 16, 2023	Continual LearningData Augmentation	CodeCode Available	0
Delphic Costs and Benefits in Web Search: A utilitarian and historical analysis	Aug 15, 2023	Information RetrievalMisinformation	—Unverified	0
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching	Aug 14, 2023	Information RetrievalRetrieval	—Unverified	0
Large Language Models for Information Retrieval: A Survey	Aug 14, 2023	Information RetrievalQuestion Answering	CodeCode Available	2
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based Models	Aug 11, 2023	Binary text classificationFeature Engineering	CodeCode Available	0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes	Aug 9, 2023	Information RetrievalRetrieval	—Unverified	0
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight	Aug 9, 2023	Information RetrievalOpen-Domain Question Answering	—Unverified	0
A Comparative Study on TF-IDF feature Weighting Method and its Analysis using Unstructured Dataset	Aug 8, 2023	ClassificationInformation Retrieval	—Unverified	0
Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings	Aug 7, 2023	Common Sense ReasoningInformation Retrieval	—Unverified	0
Improving Domain-Specific Retrieval by NLI Fine-Tuning	Aug 6, 2023	Information RetrievalNatural Language Inference	—Unverified	0

Show:10 25 50

← PrevPage 123 of 474Next →

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