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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 2671–2680 of 4740 papers

Title	Date	Tasks	Status	Hype
Affect Enriched Word Embeddings for News Information Retrieval	Sep 4, 2019	Information RetrievalRetrieval	—Unverified	0
Finding Salient Context based on Semantic Matching for Relevance Ranking	Sep 3, 2019	Information RetrievalRetrieval	—Unverified	0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering	Sep 3, 2019	Answer SelectionInformation Retrieval	—Unverified	0
The CL-SciSumm Shared Task 2018: Results and Key Insights	Sep 2, 2019	Document SummarizationInformation Retrieval	CodeCode Available	0
Automatic Propbank Generation for Turkish	Sep 1, 2019	Information RetrievalMachine Translation	—Unverified	0
Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations	Sep 1, 2019	Contextualised Word RepresentationsInformation Retrieval	—Unverified	0
Semantic Textual Similarity with Siamese Neural Networks	Sep 1, 2019	Information RetrievalQuestion Answering	—Unverified	0
Automatic Question Answering for Medical MCQs: Can It go Further than Information Retrieval?	Sep 1, 2019	Information RetrievalMultiple-choice	—Unverified	0
Document Hashing with Mixture-Prior Generative Models	Aug 29, 2019	Information RetrievalRetrieval	—Unverified	0
Interactive Machine Comprehension with Information Seeking Agents	Aug 27, 2019	Decision MakingInformation Retrieval	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