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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 1781–1790 of 4740 papers

Title	Date	Tasks	Status	Hype
Whole Page Unbiased Learning to Rank	Oct 19, 2022	Causal DiscoveryInformation Retrieval	—Unverified	0
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts	Oct 18, 2022	Entity LinkingInformation Retrieval	—Unverified	0
Evaluating Search System Explainability with Psychometrics and Crowdsourcing	Oct 17, 2022	FairnessInformation Retrieval	—Unverified	0
TweetNERD -- End to End Entity Linking Benchmark for Tweets	Oct 14, 2022	BenchmarkingEntity Linking	CodeCode Available	0
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations	Oct 13, 2022	Information RetrievalRetrieval	—Unverified	0
Query Expansion Using Contextual Clue Sampling with Language Models	Oct 13, 2022	DiversityInformation Retrieval	—Unverified	0
Language Agnostic Multilingual Information Retrieval with Contrastive Learning	Oct 12, 2022	Contrastive LearningCross-Lingual Transfer	CodeCode Available	0
Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension	Oct 12, 2022	Information RetrievalKnowledge Graph Completion	—Unverified	0
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers	Oct 11, 2022	Information RetrievalRetrieval	—Unverified	0
Multilingual Representation Distillation with Contrastive Learning	Oct 10, 2022	Contrastive LearningCross-Lingual Information 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