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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 2741–2750 of 4740 papers

Title	Date	Tasks	Status	Hype
Deep Learning-Based Automatic Downbeat Tracking: A Brief Review	Jun 10, 2019	Deep LearningDownbeat Tracking	CodeCode Available	0
Question Answering as Global Reasoning over Semantic Abstractions	Jun 9, 2019	Information RetrievalMultiple-choice	CodeCode Available	0
Deep Contextualized Biomedical Abbreviation Expansion	Jun 8, 2019	Information RetrievalQuestion Answering	—Unverified	0
Recovering Variable Names for Minified Code with Usage Contexts	Jun 8, 2019	Information RetrievalRetrieval	—Unverified	0
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations	Jun 8, 2019	Cross-Lingual Information RetrievalCross-Lingual Word Embeddings	—Unverified	0
Compositional Questions Do Not Necessitate Multi-hop Reasoning	Jun 7, 2019	Information RetrievalMulti-Hop Reading Comprehension	CodeCode Available	0
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining	Jun 4, 2019	ArticlesInformation Retrieval	CodeCode Available	0
Unsupervised Neural Generative Semantic Hashing	Jun 3, 2019	Code GenerationDocument Ranking	—Unverified	0
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation	Jun 1, 2019	General ClassificationInformation Retrieval	—Unverified	0
LT Expertfinder: An Evaluation Framework for Expert Finding Methods	Jun 1, 2019	Information RetrievalRetrieval	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