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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 3131–3140 of 4740 papers

Title	Date	Tasks	Status	Hype
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach	May 1, 2018	Information RetrievalLanguage Identification	—Unverified	0
Measuring Innovation in Speech and Language Processing Publications.	May 1, 2018	Information RetrievalOptical Character Recognition (OCR)	—Unverified	0
DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en \^Ile de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in \^Ile de France Region )	May 1, 2018	Information RetrievalRetrieval	—Unverified	0
Neural Caption Generation for News Images	May 1, 2018	Caption GenerationImage Captioning	—Unverified	0
KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus	May 1, 2018	Cross-Lingual Document ClassificationDocument Classification	—Unverified	0
MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Overcoming the Long Tail Problem: A Case Study on CO2-Footprint Estimation of Recipes using Information Retrieval	May 1, 2018	Information RetrievalRetrieval	—Unverified	0
Q-Map: Clinical Concept Mining from Clinical Documents	Apr 30, 2018	Information RetrievalRetrieval	—Unverified	0
A Review of Automatic Drum Transcription	Apr 26, 2018	Drum TranscriptionDrum Transcription in Music (DTM)	—Unverified	0
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization	Apr 19, 2018	Information RetrievalManagement	—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