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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 3011–3020 of 4740 papers

Title	Date	Tasks	Status	Hype
The Importance of Recommender and Feedback Features in a Pronunciation Learning Aid	Jul 1, 2018	Information RetrievalRecommendation Systems	—Unverified	0
MeSH-based dataset for measuring the relevance of text retrieval	Jul 1, 2018	Information RetrievalRetrieval	—Unverified	0
Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement	Jul 1, 2018	Information RetrievalSentence	—Unverified	0
Statistical Machine Transliteration Baselines for NEWS 2018	Jul 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Natural Language Inference with Definition Embedding Considering Context On the Fly	Jul 1, 2018	Domain AdaptationInformation Retrieval	—Unverified	0
Biomedical Document Retrieval for Clinical Decision Support System	Jul 1, 2018	Information RetrievalLearning-To-Rank	—Unverified	0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings	Jul 1, 2018	General ClassificationInformation Retrieval	CodeCode Available	0
Context-Aware Neural Model for Temporal Information Extraction	Jul 1, 2018	Information Retrievalmodel	—Unverified	0
Automatic Question Generation using Relative Pronouns and Adverbs	Jul 1, 2018	DescriptiveDialogue Generation	—Unverified	0
HarriGT: A Tool for Linking News to Science	Jul 1, 2018	ArticlesDocument Classification	—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