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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 1571–1580 of 4740 papers

Title	Date	Tasks	Status	Hype
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking	Oct 19, 2022	Argument RetrievalInformation Retrieval	CodeCode Available	1
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages	Oct 18, 2022	Information RetrievalRetrieval	CodeCode Available	2
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
Active Learning from the Web	Oct 15, 2022	Active LearningInformation Retrieval	CodeCode Available	1
TweetNERD -- End to End Entity Linking Benchmark for Tweets	Oct 14, 2022	BenchmarkingEntity Linking	CodeCode Available	0
MTEB: Massive Text Embedding Benchmark	Oct 13, 2022	BenchmarkingInformation Retrieval	CodeCode Available	4
Query Expansion Using Contextual Clue Sampling with Language Models	Oct 13, 2022	DiversityInformation Retrieval	—Unverified	0
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations	Oct 13, 2022	Information RetrievalRetrieval	—Unverified	0
Language Agnostic Multilingual Information Retrieval with Contrastive Learning	Oct 12, 2022	Contrastive LearningCross-Lingual Transfer	CodeCode Available	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