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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 2581–2590 of 4740 papers

Title	Date	Tasks	Status	Hype
Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-shot Learning	Dec 30, 2019	Ad-Hoc Information RetrievalInformation Retrieval	CodeCode Available	0
Report on the SIGIR 2019 Workshop on eCommerce (ECOM19)	Dec 27, 2019	Information RetrievalRetrieval	—Unverified	0
A Machine Learning Framework for Authorship Identification From Texts	Dec 21, 2019	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Report on the First HIPstIR Workshop on the Future of Information Retrieval	Dec 20, 2019	Information RetrievalRetrieval	—Unverified	0
Macaw: An Extensible Conversational Information Seeking Platform	Dec 18, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking	Dec 18, 2019	Information RetrievalRetrieval	CodeCode Available	0
Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science	Dec 16, 2019	BIG-bench Machine LearningEntity Extraction using GAN	CodeCode Available	0
Semantic Segmentation for Compound figures	Dec 16, 2019	Information RetrievalRetrieval	—Unverified	0
SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval	Dec 12, 2019	Information RetrievalLearning-To-Rank	CodeCode Available	0
Neural-IR-Explorer: A Content-Focused Tool to Explore Neural Re-Ranking Results	Dec 10, 2019	Information RetrievalRe-Ranking	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