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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 3451–3460 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Variations on quantitative comparability measures and their evaluations on synthetic French-English comparable corpora	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0	0
VCU at Semeval-2016 Task 14: Evaluating definitional-based similarity measure for semantic taxonomy enrichment	Jun 1, 2016	Information RetrievalSemantic Textual Similarity	—Unverified	0	0
Vectorisation, Okapi et calcul de similarit\'e pour le TAL : pour oublier enfin le TF-IDF (Vectorization, Okapi and Computing Similarity for NLP : Say Goodbye to TF-IDF) [in French]	Jun 1, 2012	Information Retrieval	—Unverified	0	0
Vector Representations of Idioms in Conversational Systems	May 7, 2022	Information RetrievalMachine Translation	—Unverified	0	0
Vector representations of text data in deep learning	Jan 7, 2019	Deep LearningInformation Retrieval	—Unverified	0	0
Vectors or Graphs? On Differences of Representations for Distributional Semantic Models	Dec 1, 2016	Information Retrieval	—Unverified	0	0
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis	Apr 22, 2023	Information RetrievalPosition	—Unverified	0	0
Vector space semantics with frequency-driven motifs	Jun 1, 2014	Information RetrievalSemantic Composition	—Unverified	0	0
VERA: Validation and Enhancement for Retrieval Augmented systems	Sep 18, 2024	Information RetrievalLanguage Modeling	—Unverified	0	0
Veri-Car: Towards Open-world Vehicle Information Retrieval	Nov 11, 2024	Information RetrievalLicense Plate Detection	—Unverified	0	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