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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 2761–2770 of 4740 papers

Title	Date	Tasks	Status	Hype
Deep learning based mood tagging for Chinese song lyrics	May 23, 2019	BIG-bench Machine LearningDeep Learning	—Unverified	0
Watermark retrieval from 3D printed objects via synthetic data training	May 23, 2019	Information RetrievalRetrieval	—Unverified	0
ANTIQUE: A Non-Factoid Question Answering Benchmark	May 22, 2019	Community Question AnsweringInformation Retrieval	CodeCode Available	0
Why Machines Cannot Learn Mathematics, Yet	May 20, 2019	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
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

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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