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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 2401–2410 of 4740 papers

Title	Date	Tasks	Status	Hype
Overlapping Spaces for Compact Graph Representations	Jul 5, 2020	Graph EmbeddingInformation Retrieval	CodeCode Available	0
On-The-Fly Information Retrieval Augmentation for Language Models	Jul 3, 2020	Information RetrievalRetrieval	—Unverified	0
Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings	Jul 1, 2020	ArticlesCommunity Detection	—Unverified	0
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles	Jul 1, 2020	ArticlesInformation Retrieval	—Unverified	0
Neural Multi-task Text Normalization and Sanitization with Pointer-Generator	Jul 1, 2020	Dialogue GenerationInformation Retrieval	—Unverified	0
DoQA - Accessing Domain-Specific FAQs via Conversational QA	Jul 1, 2020	Conversational Question AnsweringInformation Retrieval	—Unverified	0
Machine Reading of Historical Events	Jul 1, 2020	Information RetrievalReading Comprehension	CodeCode Available	0
Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain	Jul 1, 2020	Cross-Lingual Information RetrievalDocument Translation	—Unverified	0
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding	Jul 1, 2020	Information RetrievalNatural Language Understanding	—Unverified	0
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task	Jul 1, 2020	Cross-Lingual Information RetrievalDocument Translation	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