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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 2931–2940 of 4740 papers

Title	Date	Tasks	Status	Hype
Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents	Oct 1, 2018	Information RetrievalQuestion Answering	—Unverified	0
A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension	Oct 1, 2018	Information RetrievalMachine Reading Comprehension	—Unverified	0
Learning Neural Representation for CLIR with Adversarial Framework	Oct 1, 2018	Document RankingInformation Retrieval	—Unverified	0
Knowledge Graph Embedding with Hierarchical Relation Structure	Oct 1, 2018	Graph EmbeddingInformation Retrieval	—Unverified	0
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition	Oct 1, 2018	DeciphermentInformation Retrieval	—Unverified	0
Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper	Oct 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management	Oct 1, 2018	Deep Reinforcement LearningDialogue Management	—Unverified	0
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction	Sep 26, 2018	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal Text	Sep 24, 2018	Decision MakingInformation Retrieval	CodeCode Available	0
Talent Search and Recommendation Systems at LinkedIn: Practical Challenges and Lessons Learned	Sep 18, 2018	Information RetrievalRecommendation Systems	—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