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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 3051–3060 of 4740 papers

Title	Date	Tasks	Status	Hype
Unsupervised Learning for Surgical Motion by Learning to Predict the Future	Jun 8, 2018	DecoderFuture prediction	—Unverified	0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features	Jun 5, 2018	Information RetrievalRecommendation Systems	CodeCode Available	0
Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook	Jun 4, 2018	Information RetrievalMusic Information Retrieval	CodeCode Available	0
LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction	Jun 1, 2018	Information RetrievalTask 2	—Unverified	0
Generating Image Captions in Arabic using Root-Word Based Recurrent Neural Networks and Deep Neural Networks	Jun 1, 2018	Caption GenerationImage Captioning	—Unverified	0
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models	Jun 1, 2018	Information RetrievalQuestion Answering	—Unverified	0
ArgumenText: Searching for Arguments in Heterogeneous Sources	Jun 1, 2018	Argument MiningArgument Retrieval	—Unverified	0
Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings	Jun 1, 2018	Information RetrievalLemmatization	—Unverified	0
Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction	Jun 1, 2018	Information RetrievalSession Search	—Unverified	0
\#TeamINF at SemEval-2018 Task 2: Emoji Prediction in Tweets	Jun 1, 2018	General ClassificationInformation 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