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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 2781–2790 of 4740 papers

Title	Date	Tasks	Status	Hype
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases	May 19, 2019	Document SummarizationInformation Retrieval	—Unverified	0
BERT with History Answer Embedding for Conversational Question Answering	May 14, 2019	Conversational Question AnsweringConversational Search	CodeCode Available	0
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering	May 13, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance	May 8, 2019	Information RetrievalQuestion Similarity	CodeCode Available	0
On the Feasibility of Automated Detection of Allusive Text Reuse	May 8, 2019	Information RetrievalRetrieval	—Unverified	0
Lessons from Contextual Bandit Learning in a Customer Support Bot	May 6, 2019	Information RetrievalMulti-Armed Bandits	—Unverified	0
The Literary Theme Ontology for Media Annotation and Information Retrieval	May 1, 2019	Information RetrievalRetrieval	CodeCode Available	0
Dissecting an Adversarial framework for Information Retrieval	May 1, 2019	Information RetrievalRetrieval	—Unverified	0
Deep Learning for Audio Signal Processing	Apr 30, 2019	Audio Signal ProcessingAutomatic Speech Recognition	CodeCode Available	0
On the Use of ArXiv as a Dataset	Apr 30, 2019	ArticlesAuthor Attribution	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