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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 2251–2260 of 4740 papers

Title	Date	Tasks	Status	Hype
Pandemic Literature Search: Finding Information on COVID-19	Dec 1, 2020	Information RetrievalRetrieval	—Unverified	0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition	Dec 1, 2020	Information RetrievalMachine Translation	—Unverified	0
A Rule Based Lightweight Bengali Stemmer	Dec 1, 2020	Information RetrievalRetrieval	—Unverified	0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi	Dec 1, 2020	Information RetrievalMachine Translation	—Unverified	0
Multichannel LSTM-CNN for Telugu Text Classification	Dec 1, 2020	ClassificationInformation Retrieval	—Unverified	0
On a Chatbot Navigating a User through a Concept-Based Knowledge Model	Dec 1, 2020	AttributeChatbot	—Unverified	0
Semantic search with domain-specific word-embedding and production monitoring in Fintech	Dec 1, 2020	Information RetrievalManagement	—Unverified	0
100,000 Podcasts: A Spoken English Document Corpus	Dec 1, 2020	3D Facial Landmark LocalizationAutomatic Speech Recognition	—Unverified	0
Domain Transfer based Data Augmentation for Neural Query Translation	Dec 1, 2020	Cross-Lingual Information RetrievalData Augmentation	—Unverified	0
Knowledge-Enhanced Named Entity Disambiguation for Short Text	Dec 1, 2020	Entity DisambiguationInformation Retrieval	—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