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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 2351–2360 of 4740 papers

Title	Date	Tasks	Status	Hype
Keyphrase Extraction in Scientific Articles: A Supervised Approach	Dec 1, 2012	ArticlesDocument Classification	—Unverified	0
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge	Aug 1, 2018	Answer SelectionInformation Retrieval	—Unverified	0
IRNLP_DAIICT@LT-EDI-EACL2021: Hope Speech detection in Code Mixed text using TF-IDF Char N-grams and MuRIL	Apr 1, 2021	Hope Speech DetectionInformation Retrieval	—Unverified	0
Crime event localization and deduplication	Nov 1, 2020	ArticlesEvent Extraction	—Unverified	0
ISCAS\_NLP at SemEval-2016 Task 1: Sentence Similarity Based on Support Vector Regression using Multiple Features	Jun 1, 2016	Information RetrievalMachine Translation	—Unverified	0
Improving Biomedical Information Retrieval with Neural Retrievers	Jan 19, 2022	Biomedical Information RetrievalInformation Retrieval	—Unverified	0
Is Cross-modal Information Retrieval Possible without Training?	Apr 20, 2023	Contrastive LearningCross-Modal Information Retrieval	—Unverified	0
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs	Dec 13, 2021	Information RetrievalKnowledge Graphs	—Unverified	0
Is it Useful to Support Users with Lexical Resources? A User Study.	May 1, 2012	Information RetrievalText Categorization	—Unverified	0
Improving Bilingual Terminology Extraction from Comparable Corpora via Multiple Word-Space Models	May 1, 2016	Information RetrievalRetrieval	—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