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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 3401–3410 of 4740 papers

Title	Date	Tasks	Status	Hype
PACRR: A Position-Aware Neural IR Model for Relevance Matching	Apr 12, 2017	Ad-Hoc Information RetrievalInformation Retrieval	CodeCode Available	0
Rhetorical relations for information retrieval	Apr 5, 2017	Information RetrievalLanguage Modeling	—Unverified	0
Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric Bayes	Apr 4, 2017	Information RetrievalProbabilistic Programming	CodeCode Available	0
Lexical Simplification with Neural Ranking	Apr 1, 2017	Complex Word IdentificationInformation Retrieval	—Unverified	0
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement	Apr 1, 2017	Document ClassificationInformation Retrieval	CodeCode Available	0
Improving Clinical Diagnosis Inference through Integration of Structured and Unstructured Knowledge	Apr 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
Identifying Effective Translations for Cross-lingual Arabic-to-English User-generated Speech Search	Apr 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Measuring Topic Coherence through Optimal Word Buckets	Apr 1, 2017	General ClassificationInformation Retrieval	—Unverified	0
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation	Apr 1, 2017	Information RetrievalRepresentation Learning	—Unverified	0
On-demand Injection of Lexical Knowledge for Recognising Textual Entailment	Apr 1, 2017	Automated Theorem ProvingInformation 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