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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 2521–2530 of 4740 papers

Title	Date	Tasks	Status	Hype
Abstractive Text Summarization for Sanskrit Prose: A Study of Methods and Approaches	May 1, 2020	Abstractive Text SummarizationExtractive Text Summarization	—Unverified	0
SEARCHER: Shared Embedding Architecture for Effective Retrieval	May 1, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
What Set of Documents to Present to an Analyst?	May 1, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations	May 1, 2020	Information RetrievalNatural Language Inference	—Unverified	0
Exploiting Citation Knowledge in Personalised Recommendation of Recent Scientific Publications	May 1, 2020	Information RetrievalRetrieval	—Unverified	0
Subtitles to Segmentation: Improving Low-Resource Speech-to-TextTranslation Pipelines	May 1, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
The 2019 BBN Cross-lingual Information Retrieval System	May 1, 2020	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Intent Recognition in Doctor-Patient Interviews	May 1, 2020	Information RetrievalIntent Recognition	—Unverified	0
Inductive and Unsupervised Representation Learning on Graph Structured Objects	May 1, 2020	Graph LearningGraph Similarity	—Unverified	0
On the Merging of Domain-Specific Heterogeneous Ontologies using Wordnet and Web Pattern-based Queries	Apr 30, 2020	Information RetrievalRetrieval	—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