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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 1741–1750 of 4740 papers

Title	Date	Tasks	Status	Hype
Explainable Agreement through Simulation for Tasks with Subjective Labels	Jun 13, 2018	Information RetrievalRetrieval	—Unverified	0
Building the Chinese Open Wordnet (COW): Starting from Core Synsets	Oct 1, 2013	Information RetrievalText Classification	—Unverified	0
Explainable Information Retrieval: A Survey	Nov 4, 2022	Information RetrievalRetrieval	—Unverified	0
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series	Jan 19, 2021	Information RetrievalRetrieval	—Unverified	0
BURT: BERT-inspired Universal Representation from Learning Meaningful Segment	Dec 28, 2020	Information RetrievalQuestion Answering	—Unverified	0
Explaining Legal Concepts with Augmented Large Language Models (GPT-4)	Jun 15, 2023	HallucinationInformation Retrieval	—Unverified	0
But What Do We Actually Know?	Jun 1, 2016	Information RetrievalQuestion Answering	—Unverified	0
Explicative Path Finding in a Semantic Network	Jan 1, 2017	Information Retrieval	—Unverified	0
Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages	Sep 1, 2017	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)	Apr 14, 2020	Information RetrievalInformativeness	—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