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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 381–390 of 4740 papers

Title	Date	Tasks	Status	Hype
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better	Jun 16, 2021	Deep LearningInformation Retrieval	CodeCode Available	1
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities	Jun 14, 2021	Emotion RecognitionInformation Retrieval	CodeCode Available	1
GitTables: A Large-Scale Corpus of Relational Tables	Jun 14, 2021	Information RetrievalTable annotation	CodeCode Available	1
Keyphrase Extraction from Scientific Articles via Extractive Summarization	Jun 1, 2021	ArticlesExtractive Summarization	CodeCode Available	1
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters	May 21, 2021	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-Attention	May 20, 2021	Information RetrievalLearning-To-Rank	CodeCode Available	1
Conversational Entity Linking: Problem Definition and Datasets	May 11, 2021	Entity LinkingInformation Retrieval	CodeCode Available	1
SmoothI: Smooth Rank Indicators for Differentiable IR Metrics	May 3, 2021	Information RetrievalLearning-To-Rank	CodeCode Available	1
Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms	Apr 25, 2021	Information RetrievalMachine Translation	CodeCode Available	1
Learning Passage Impacts for Inverted Indexes	Apr 24, 2021	Information RetrievalLanguage Modeling	CodeCode Available	1

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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