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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 1741–1750 of 4740 papers

Title	Date	Tasks	Status	Hype
Information Retrieval in Friction Stir Welding of Aluminum Alloys by using Natural Language Processing based Algorithms	Apr 25, 2022	FrictionInformation Retrieval	—Unverified	0
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference	Apr 25, 2022	DecoderInformation Retrieval	—Unverified	0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval	Apr 24, 2022	Information RetrievalQuestion Generation	CodeCode Available	0
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations	Apr 24, 2022	DiversityExplainable Models	CodeCode Available	1
Faster Learned Sparse Retrieval with Guided Traversal	Apr 24, 2022	Information RetrievalRetrieval	CodeCode Available	0
Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction	Apr 22, 2022	Contrastive LearningDecoder	CodeCode Available	1
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models	Apr 22, 2022	FairnessInformation Retrieval	CodeCode Available	0
Autoregressive Search Engines: Generating Substrings as Document Identifiers	Apr 22, 2022	Information RetrievalRetrieval	CodeCode Available	2
Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion	Apr 22, 2022	counterfactualInformation Retrieval	—Unverified	0
A Summary of the ALQAC 2021 Competition	Apr 22, 2022	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