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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 4071–4080 of 4740 papers

Title	Date	Tasks	Status	Hype
Concept-oriented labelling of patent images based on Random Forests and proximity-driven generation of synthetic data	Aug 1, 2014	Image RetrievalInformation Retrieval	—Unverified	0
Key Event Detection in Video using ASR and Visual Data	Aug 1, 2014	Event DetectionFace Alignment	—Unverified	0
Jargon-Term Extraction by Chunking	Aug 1, 2014	ChunkingInformation Retrieval	—Unverified	0
Annotation and Classification of Light Verbs and Light Verb Variations in Mandarin Chinese	Aug 1, 2014	General ClassificationInformation Retrieval	—Unverified	0
A Web-based Geo-resolution Annotation and Evaluation Tool	Aug 1, 2014	Information Retrieval	—Unverified	0
Bilingual Termbank Creation via Log-Likelihood Comparison and Phrase-Based Statistical Machine Translation	Aug 1, 2014	Information RetrievalMachine Translation	—Unverified	0
Exploring the use of word embeddings and random walks on Wikipedia for the CogAlex shared task	Aug 1, 2014	Information RetrievalNatural Language Inference	—Unverified	0
A Two-Stage Approach for Computing Associative Responses to a Set of Stimulus Words	Aug 1, 2014	Information RetrievalText Generation	—Unverified	0
Statistical models for text normalization and machine translation	Aug 1, 2014	Information RetrievalMachine Translation	—Unverified	0
TeamZ: Measuring Semantic Textual Similarity for Spanish Using an Overlap-Based Approach	Aug 1, 2014	Information RetrievalSemantic Textual Similarity	—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