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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 4061–4070 of 4740 papers

Title	Date	Tasks	Status	Hype
Modeling Review Argumentation for Robust Sentiment Analysis	Aug 1, 2014	Abstract ArgumentationInformation Retrieval	—Unverified	0
Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources	Aug 1, 2014	Chinese Named Entity RecognitionInformation Retrieval	—Unverified	0
Group Non-negative Matrix Factorization with Natural Categories for Question Retrieval in Community Question Answer Archives	Aug 1, 2014	Community Question AnsweringInformation Retrieval	—Unverified	0
Hierarchical Topical Segmentation with Affinity Propagation	Aug 1, 2014	Information RetrievalQuestion Answering	—Unverified	0
Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach	Aug 1, 2014	Information RetrievalRepresentation Learning	—Unverified	0
Employing Phonetic Speech Recognition for Language and Dialect Specific Search	Aug 1, 2014	Information RetrievalKeyword Spotting	—Unverified	0
Building English-Vietnamese Named Entity Corpus with Aligned Bilingual News Articles	Aug 1, 2014	ArticlesInformation Retrieval	—Unverified	0
Wordsyoudontknow: Evaluation of lexicon-based decompounding with unknown handling	Aug 1, 2014	Information RetrievalMachine Translation	—Unverified	0
Multi-Lingual Sentiment Analysis of Social Data Based on Emotion-Bearing Patterns	Aug 1, 2014	Emotion RecognitionInformation Retrieval	—Unverified	0
Towards a robust framework for the semantic representation of temporal expressions in cultural legacy data	Aug 1, 2014	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