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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 2941–2950 of 4740 papers

Title	Date	Tasks	Status	Hype
Trick Me If You Can: Human-in-the-loop Generation of Adversarial Examples for Question Answering	Sep 7, 2018	DiversityInformation Retrieval	CodeCode Available	0
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing	Sep 7, 2018	Deep HashingInformation Retrieval	—Unverified	0
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots	Sep 6, 2018	DiversityInformation Retrieval	—Unverified	0
Towards Automated Customer Support	Sep 2, 2018	Information RetrievalMachine Translation	CodeCode Available	0
Using Semantics for Granularities of Tokenization	Sep 1, 2018	Boundary DetectionInformation Retrieval	—Unverified	0
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension	Aug 31, 2018	Information RetrievalMulti-Task Learning	—Unverified	0
A novel graph-based model for hybrid recommendations in cold-start scenarios	Aug 31, 2018	BIG-bench Machine LearningCollaborative Filtering	—Unverified	0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio Features	Aug 30, 2018	Cover song identificationInformation Retrieval	CodeCode Available	0
Characterizing the Influence of Features on Reading Difficulty Estimation for Non-native Readers	Aug 29, 2018	Information RetrievalNovel Concepts	—Unverified	0
Implementation Notes for the Soft Cosine Measure	Aug 28, 2018	Information RetrievalQuestion Answering	—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