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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 2911–2920 of 4740 papers

Title	Date	Tasks	Status	Hype
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional Prior	Oct 9, 2018	Information ExtractionInformation Retrieval	CodeCode Available	0
C-DLSI: An Extended LSI Tailored for Federated Text Retrieval	Oct 5, 2018	ClusteringInformation Retrieval	—Unverified	0
POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering Dataset	Oct 5, 2018	Information RetrievalQuestion Answering	—Unverified	0
Seq2Slate: Re-ranking and Slate Optimization with RNNs	Oct 4, 2018	Information RetrievalRe-Ranking	—Unverified	0
HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding	Oct 1, 2018	Graph EmbeddingInformation Retrieval	CodeCode Available	0
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering	Oct 1, 2018	Information RetrievalOpen-Domain Question Answering	CodeCode Available	0
Identification of Parallel Sentences in Comparable Monolingual Corpora from Different Registers	Oct 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Convolutional Interaction Network for Natural Language Inference	Oct 1, 2018	Information RetrievalNatural Language Inference	—Unverified	0
Listwise temporal ordering of events in clinical notes	Oct 1, 2018	Information RetrievalRelation Extraction	CodeCode Available	0
Interpretable Emoji Prediction via Label-Wise Attention LSTMs	Oct 1, 2018	Emotion RecognitionInformation 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